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BibTeX records: Rafal Kozik
@article{DBLP:journals/compsec/KozikFPPPC24, author = {Rafal Kozik and Massimo Ficco and Aleksandra Pawlicka and Marek Pawlicki and Francesco Palmieri and Michal Choras}, title = {When explainability turns into a threat - using xAI to fool a fake news detection method}, journal = {Comput. Secur.}, volume = {137}, pages = {103599}, year = {2024}, url = {https://doi.org/10.1016/j.cose.2023.103599}, doi = {10.1016/J.COSE.2023.103599}, timestamp = {Sat, 10 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/compsec/KozikFPPPC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eidwt/UccelloPDKC24, author = {Federica Uccello and Marek Pawlicki and Salvatore D'Antonio and Rafal Kozik and Michal Choras}, editor = {Leonard Barolli}, title = {An Innovative Approach to Real-Time Concept Drift Detection in Network Security}, booktitle = {Advances in Internet, Data {\&} Web Technologies - The 12th International Conference on Emerging Internet, Data {\&} Web Technologies, {EIDWT} 2024, Naples, Italy, 21-23 February 2024}, series = {Lecture Notes on Data Engineering and Communications Technologies}, volume = {193}, pages = {130--139}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-53555-0\_13}, doi = {10.1007/978-3-031-53555-0\_13}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eidwt/UccelloPDKC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/PawlickaPKC23, author = {Aleksandra Pawlicka and Marek Pawlicki and Rafal Kozik and Michal Choras}, title = {What Will the Future of Cybersecurity Bring Us, and Will It Be Ethical? The Hunt for the Black Swans of Cybersecurity Ethics}, journal = {{IEEE} Access}, volume = {11}, pages = {58796--58807}, year = {2023}, url = {https://doi.org/10.1109/ACCESS.2023.3283791}, doi = {10.1109/ACCESS.2023.3283791}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/PawlickaPKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eaai/KsieniewiczZBKCW23, author = {Pawel Ksieniewicz and Pawel Zyblewski and Weronika Borek{-}Marciniec and Rafal Kozik and Michal Choras and Michal Wozniak}, title = {\emph{Alphabet Flatting} as a variant of n-gram feature extraction method in ensemble classification of fake news}, journal = {Eng. Appl. Artif. Intell.}, volume = {120}, pages = {105882}, year = {2023}, url = {https://doi.org/10.1016/j.engappai.2023.105882}, doi = {10.1016/J.ENGAPPAI.2023.105882}, timestamp = {Tue, 28 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eaai/KsieniewiczZBKCW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/PawlickiPKC23, author = {Marek Pawlicki and Aleksandra Pawlicka and Rafal Kozik and Michal Choras}, title = {The survey and meta-analysis of the attacks, transgressions, countermeasures and security aspects common to the Cloud, Edge and IoT}, journal = {Neurocomputing}, volume = {551}, pages = {126533}, year = {2023}, url = {https://doi.org/10.1016/j.neucom.2023.126533}, doi = {10.1016/J.NEUCOM.2023.126533}, timestamp = {Wed, 09 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/PawlickiPKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/puc/PawlickaCKP23, author = {Aleksandra Pawlicka and Michal Choras and Rafal Kozik and Marek Pawlicki}, title = {First broad and systematic horizon scanning campaign and study to detect societal and ethical dilemmas and emerging issues spanning over cybersecurity solutions}, journal = {Pers. Ubiquitous Comput.}, volume = {27}, number = {2}, pages = {193--202}, year = {2023}, url = {https://doi.org/10.1007/s00779-020-01510-3}, doi = {10.1007/S00779-020-01510-3}, timestamp = {Mon, 01 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/puc/PawlickaCKP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/KozikMCPPC23, author = {Rafal Kozik and Wojciech Mazurczyk and Krzysztof Cabaj and Aleksandra Pawlicka and Marek Pawlicki and Michal Choras}, title = {Deep Learning for Combating Misinformation in Multicategorical Text Contents}, journal = {Sensors}, volume = {23}, number = {24}, pages = {9666}, year = {2023}, url = {https://doi.org/10.3390/s23249666}, doi = {10.3390/S23249666}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sensors/KozikMCPPC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vjcs/SzczepanskiPKC23, author = {Mateusz Szczepanski and Marek Pawlicki and Rafal Kozik and Michal Choras}, title = {The Application of Deep Learning Imputation and Other Advanced Methods for Handling Missing Values in Network Intrusion Detection}, journal = {Vietnam. J. Comput. Sci.}, volume = {10}, number = {1}, pages = {1--23}, year = {2023}, url = {https://doi.org/10.1142/s2196888822500257}, doi = {10.1142/S2196888822500257}, timestamp = {Thu, 30 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/vjcs/SzczepanskiPKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/KomisarekPSKKC23, author = {Mikolaj Komisarek and Marek Pawlicki and Tomi Simic and David Kavcnik and Rafal Kozik and Michal Choras}, title = {Modern NetFlow network dataset with labeled attacks and detection methods}, booktitle = {Proceedings of the 18th International Conference on Availability, Reliability and Security, {ARES} 2023, Benevento, Italy, 29 August 2023- 1 September 2023}, pages = {47:1--47:8}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3600160.3605094}, doi = {10.1145/3600160.3605094}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEares/KomisarekPSKKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/OrzechowskiRSCM23, author = {Natan Orzechowski and Karol Rzepka and Przemyslaw Szary and Krzysztof Cabaj and Wojciech Mazurczyk and Helen C. Leligou and Marcin Przybyszewski and Rafal Kozik and Michal Choras}, title = {Security Architecture in the {SILVANUS} project}, booktitle = {Proceedings of the 18th International Conference on Availability, Reliability and Security, {ARES} 2023, Benevento, Italy, 29 August 2023- 1 September 2023}, pages = {49:1--49:9}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3600160.3605082}, doi = {10.1145/3600160.3605082}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEares/OrzechowskiRSCM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcis/ChorasPPK23, author = {Michal Choras and Aleksandra Pawlicka and Marek Pawlicki and Rafal Kozik}, editor = {Paul A. Pavlou and Vishal Midha and Animesh Animesh and Traci A. Carte and Alexandre R. Graeml and Alanah Mitchell}, title = {How to Navigate the Uncharted Waters of Cyberwar}, booktitle = {29th Americas Conference on Information Systems, {AMCIS} 2023, Panama City, Panama, August 10-12, 2023}, publisher = {Association for Information Systems}, year = {2023}, url = {https://aisel.aisnet.org/amcis2023/conf\_theme/conf\_theme/1}, timestamp = {Wed, 19 Jul 2023 08:55:10 +0200}, biburl = {https://dblp.org/rec/conf/amcis/ChorasPPK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisim/PawlickiPKC23, author = {Marek Pawlicki and Aleksandra Pawlicka and Rafal Kozik and Michal Choras}, editor = {Khalid Saeed and Jir{\'{\i}} Dvorsk{\'{y}} and Nobuyuki Nishiuchi and Makoto Fukumoto}, title = {How to Boost Machine Learning Network Intrusion Detection Performance with Encoding Schemes}, booktitle = {Computer Information Systems and Industrial Management - 22nd International Conference, {CISIM} 2023, Tokyo, Japan, September 22-24, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14164}, pages = {283--297}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-42823-4\_21}, doi = {10.1007/978-3-031-42823-4\_21}, timestamp = {Wed, 20 Sep 2023 15:51:04 +0200}, biburl = {https://dblp.org/rec/conf/cisim/PawlickiPKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisis-spain/KozikKKPPC23, author = {Rafal Kozik and Joanna Komorniczak and Pawel Ksieniewicz and Aleksandra Pawlicka and Marek Pawlicki and Michal Choras}, editor = {Pablo Garc{\'{\i}}a Bringas and Hilde P{\'{e}}rez Garc{\'{\i}}a and Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and Alicia Troncoso Lora and {\'{A}}lvaro Herrero and Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {{SWAROG} Project Approach to Fake News Detection Problem}, booktitle = {International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems {(CISIS} 2023) 14th International Conference on EUropean Transnational Education {(ICEUTE} 2023) - Proceedings, Salamanca, Spain, 5-7 September, 2023}, series = {Lecture Notes in Networks and Systems}, volume = {748}, pages = {79--88}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-42519-6\_8}, doi = {10.1007/978-3-031-42519-6\_8}, timestamp = {Thu, 14 Sep 2023 15:23:28 +0200}, biburl = {https://dblp.org/rec/conf/cisis-spain/KozikKKPPC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisis-spain/KomorniczakWKKC23, author = {Joanna Komorniczak and Szymon Wojciechowski and Jakub Klikowski and Rafal Kozik and Michal Choras}, editor = {Pablo Garc{\'{\i}}a Bringas and Hilde P{\'{e}}rez Garc{\'{\i}}a and Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and Alicia Troncoso Lora and {\'{A}}lvaro Herrero and Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {Analysis of Extractive Text Summarization Methods as a Binary Classification Problem}, booktitle = {International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems {(CISIS} 2023) 14th International Conference on EUropean Transnational Education {(ICEUTE} 2023) - Proceedings, Salamanca, Spain, 5-7 September, 2023}, series = {Lecture Notes in Networks and Systems}, volume = {748}, pages = {91--100}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-42519-6\_9}, doi = {10.1007/978-3-031-42519-6\_9}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cisis-spain/KomorniczakWKKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cores/PawlickiPSKC23, author = {Marek Pawlicki and Aleksandra Pawlicka and Mscislaw Srutek and Rafal Kozik and Michal Choras}, editor = {Robert Burduk and Michal Choras and Rafal Kozik and Pawel Ksieniewicz and Tomasz Marciniak and Pawel Trajdos}, title = {Interpreting Intrusions - The Role of Explainability in AI-Based Intrusion Detection Systems}, booktitle = {Progress on Pattern Classification, Image Processing and Communications - Proceedings of the {CORES} and IP{\&}C Conferences 2023, Wroc{\l}aw, Poland}, series = {Lecture Notes in Networks and Systems}, volume = {766}, pages = {45--53}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-41630-9\_5}, doi = {10.1007/978-3-031-41630-9\_5}, timestamp = {Fri, 12 Jan 2024 09:39:58 +0100}, biburl = {https://dblp.org/rec/conf/cores/PawlickiPSKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cores/GackowskaKSKC23, author = {Marta Gackowska and Gracjan Katek and Mscislaw Srutek and Rafal Kozik and Michal Choras}, editor = {Robert Burduk and Michal Choras and Rafal Kozik and Pawel Ksieniewicz and Tomasz Marciniak and Pawel Trajdos}, title = {Document Annotation Tool for News Content Analysis}, booktitle = {Progress on Pattern Classification, Image Processing and Communications - Proceedings of the {CORES} and IP{\&}C Conferences 2023, Wroc{\l}aw, Poland}, series = {Lecture Notes in Networks and Systems}, volume = {766}, pages = {211--217}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-41630-9\_21}, doi = {10.1007/978-3-031-41630-9\_21}, timestamp = {Fri, 12 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cores/GackowskaKSKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cscs/MastroianniPFKC23, author = {Michele Mastroianni and Francesco Palmieri and Massimo Ficco and Rafal Kozik and Michal Choras}, editor = {Ioan Dumitrache and Adina Magda Florea and Mihnea Alexandru Moisescu and Alexandru Dumitrascu and Florin Pop}, title = {Privacy risk analysis and metrics in capturing and storing network traffic}, booktitle = {24th International Conference on Control Systems and Computer Science, {CSCS} 2023, Bucharest, Romania, May 24-26, 2023}, pages = {580--585}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CSCS59211.2023.00097}, doi = {10.1109/CSCS59211.2023.00097}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cscs/MastroianniPFKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/csr2/PawlickaPPKC23, author = {Aleksandra Pawlicka and Damian Puchalski and Marek Pawlicki and Rafal Kozik and Michal Choras}, title = {How to secure the IoT-based surveillance systems in an {ELEGANT} way}, booktitle = {{IEEE} International Conference on Cyber Security and Resilience, {CSR} 2023, Venice, Italy, July 31 - Aug. 2, 2023}, pages = {636--640}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CSR57506.2023.10224938}, doi = {10.1109/CSR57506.2023.10224938}, timestamp = {Thu, 07 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/csr2/PawlickaPPKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/KozikMCPPC23, author = {Rafal Kozik and Wojciech Mazurczyk and Krzysztof Cabaj and Aleksandra Pawlicka and Marek Pawlicki and Michal Choras}, title = {Combating Disinformation with Holistic Architecture, Neuro-symbolic {AI} and {NLU} Models}, booktitle = {10th {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023}, pages = {1--9}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/DSAA60987.2023.10302543}, doi = {10.1109/DSAA60987.2023.10302543}, timestamp = {Thu, 16 Nov 2023 09:03:43 +0100}, biburl = {https://dblp.org/rec/conf/dsaa/KozikMCPPC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/KozikPPC23, author = {Rafal Kozik and Aleksandra Pawlicka and Marek Pawlicki and Michal Choras}, title = {Model Stitching Algorithm for Fake News Detection Problem}, booktitle = {10th {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023}, pages = {1--7}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/DSAA60987.2023.10302574}, doi = {10.1109/DSAA60987.2023.10302574}, timestamp = {Thu, 16 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dsaa/KozikPPC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/PawlickaPKC23, author = {Aleksandra Pawlicka and Marek Pawlicki and Rafal Kozik and Michal Choras}, editor = {Jihe Wang and Yi He and Thang N. Dinh and Christan Grant and Meikang Qiu and Witold Pedrycz}, title = {The Need for Practical Legal and Ethical Guidelines for Explainable AI-based Network Intrusion Detection Systems}, booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops, Shanghai, China, December 4, 2023}, pages = {253--261}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICDMW60847.2023.00038}, doi = {10.1109/ICDMW60847.2023.00038}, timestamp = {Tue, 13 Feb 2024 13:22:54 +0100}, biburl = {https://dblp.org/rec/conf/icdm/PawlickaPKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icic/KurekPPKC23, author = {Wiktor Kurek and Marek Pawlicki and Aleksandra Pawlicka and Rafal Kozik and Michal Choras}, editor = {De{-}Shuang Huang and Prashan Premaratne and Baohua Jin and Boyang Qu and Kang{-}Hyun Jo and Abir Hussain}, title = {Explainable Artificial Intelligence 101: Techniques, Applications and Challenges}, booktitle = {Advanced Intelligent Computing Technology and Applications - 19th International Conference, {ICIC} 2023, Zhengzhou, China, August 10-13, 2023, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {14089}, pages = {310--318}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-981-99-4752-2\_26}, doi = {10.1007/978-981-99-4752-2\_26}, timestamp = {Tue, 08 Aug 2023 13:15:20 +0200}, biburl = {https://dblp.org/rec/conf/icic/KurekPPKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/PawlickiKC23, author = {Marek Pawlicki and Rafal Kozik and Michal Choras}, title = {Improving Siamese Neural Networks with Border Extraction Sampling for the use in Real-Time Network Intrusion Detection}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold Coast, Australia, June 18-23, 2023}, pages = {1--8}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/IJCNN54540.2023.10191496}, doi = {10.1109/IJCNN54540.2023.10191496}, timestamp = {Wed, 09 Aug 2023 16:25:09 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/PawlickiKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/cores/2023, editor = {Robert Burduk and Michal Choras and Rafal Kozik and Pawel Ksieniewicz and Tomasz Marciniak and Pawel Trajdos}, title = {Progress on Pattern Classification, Image Processing and Communications - Proceedings of the {CORES} and IP{\&}C Conferences 2023, Wroc{\l}aw, Poland}, series = {Lecture Notes in Networks and Systems}, volume = {766}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-41630-9}, doi = {10.1007/978-3-031-41630-9}, isbn = {978-3-031-41629-3}, timestamp = {Fri, 12 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cores/2023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/ChorasBGKM22, author = {Michal Choras and Robert Burduk and Agata Gielczyk and Rafal Kozik and Tomasz Marciniak}, title = {Advances in Computer Recognition, Image Processing and Communications}, journal = {Entropy}, volume = {24}, number = {1}, pages = {108}, year = {2022}, url = {https://doi.org/10.3390/e24010108}, doi = {10.3390/E24010108}, timestamp = {Tue, 08 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/entropy/ChorasBGKM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/igpl/DuttaPKC22, author = {Vibekananda Dutta and Marek Pawlicki and Rafal Kozik and Michal Choras}, title = {Unsupervised network traffic anomaly detection with deep autoencoders}, journal = {Log. J. {IGPL}}, volume = {30}, number = {6}, pages = {912--925}, year = {2022}, url = {https://doi.org/10.1093/jigpal/jzac002}, doi = {10.1093/JIGPAL/JZAC002}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/igpl/DuttaPKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/igpl/KozikPKC22, author = {Rafal Kozik and Marek Pawlicki and Sebastian Kula and Michal Choras}, title = {Fake news detection platform - conceptual architecture and prototype}, journal = {Log. J. {IGPL}}, volume = {30}, number = {6}, pages = {1005--1016}, year = {2022}, url = {https://doi.org/10.1093/jigpal/jzac009}, doi = {10.1093/JIGPAL/JZAC009}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/igpl/KozikPKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/PawlickiKC22, author = {Marek Pawlicki and Rafal Kozik and Michal Choras}, title = {A survey on neural networks for (cyber-) security and (cyber-) security of neural networks}, journal = {Neurocomputing}, volume = {500}, pages = {1075--1087}, year = {2022}, url = {https://doi.org/10.1016/j.neucom.2022.06.002}, doi = {10.1016/J.NEUCOM.2022.06.002}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/PawlickiKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/itpro/ChorasPKW22, author = {Michal Choras and Aleksandra Pawlicka and Rafal Kozik and Michal Wozniak}, title = {How Machine Learning May Prevent the Breakdown of Democracy by Contributing to Fake News Detection}, journal = {{IT} Prof.}, volume = {24}, number = {2}, pages = {25--31}, year = {2022}, url = {https://doi.org/10.1109/MITP.2022.3151312}, doi = {10.1109/MITP.2022.3151312}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/itpro/ChorasPKW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jocs/KozikKCW22, author = {Rafal Kozik and Sebastian Kula and Michal Choras and Michal Wozniak}, title = {Technical solution to counter potential crime: Text analysis to detect fake news and disinformation}, journal = {J. Comput. Sci.}, volume = {60}, pages = {101576}, year = {2022}, url = {https://doi.org/10.1016/j.jocs.2022.101576}, doi = {10.1016/J.JOCS.2022.101576}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jocs/KozikKCW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jowua/KomisarekPKMKC22, author = {Mikolaj Komisarek and Marek Pawlicki and Mikolaj Kowalski and Adrian Marzecki and Rafal Kozik and Michal Choras}, title = {Hunting cyberattacks: experience from the real backbone network}, journal = {J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl.}, volume = {13}, number = {2}, pages = {128--146}, year = {2022}, url = {https://doi.org/10.22667/JOWUA.2022.06.30.128}, doi = {10.22667/JOWUA.2022.06.30.128}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jowua/KomisarekPKMKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/ChorasBK022, author = {Michal Choras and Robert Burduk and Rafal Kozik and J{\"{o}}rg Keller}, title = {Advances and Practical Applications of Deep and Shallow Machine Learning}, journal = {J. Univers. Comput. Sci.}, volume = {28}, number = {3}, pages = {225--226}, year = {2022}, url = {https://doi.org/10.3897/jucs.80697}, doi = {10.3897/JUCS.80697}, timestamp = {Thu, 07 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jucs/ChorasBK022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/KulaKC22, author = {Sebastian Kula and Rafal Kozik and Michal Choras}, title = {Implementation of the BERT-derived architectures to tackle disinformation challenges}, journal = {Neural Comput. Appl.}, volume = {34}, number = {23}, pages = {20449--20461}, year = {2022}, url = {https://doi.org/10.1007/s00521-021-06276-0}, doi = {10.1007/S00521-021-06276-0}, timestamp = {Tue, 06 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nca/KulaKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/ChorasKP22, author = {Michal Choras and Rafal Kozik and Marek Pawlicki}, title = {Sensors and Pattern Recognition Methods for Security and Industrial Applications}, journal = {Sensors}, volume = {22}, number = {16}, pages = {5968}, year = {2022}, url = {https://doi.org/10.3390/s22165968}, doi = {10.3390/S22165968}, timestamp = {Mon, 21 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sensors/ChorasKP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/KomisarekPMMCKC22, author = {Mikolaj Komisarek and Marek Pawlicki and Maria{-}Elena Mihailescu and Darius Mihai and Mihai Carabas and Rafal Kozik and Michal Choras}, title = {A novel, refined dataset for real-time Network Intrusion Detection}, booktitle = {{ARES} 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23 - 26, 2022}, pages = {43:1--43:8}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3538969.3544486}, doi = {10.1145/3538969.3544486}, timestamp = {Fri, 19 Aug 2022 09:45:12 +0200}, biburl = {https://dblp.org/rec/conf/IEEEares/KomisarekPMMCKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/PawlickaPRKC22, author = {Aleksandra Pawlicka and Marek Pawlicki and Rafal Renk and Rafal Kozik and Michal Choras}, title = {The cybersecurity-related ethical issues of cloud technology and how to avoid them}, booktitle = {{ARES} 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23 - 26, 2022}, pages = {56:1--56:7}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3538969.3544456}, doi = {10.1145/3538969.3544456}, timestamp = {Fri, 19 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEares/PawlickaPRKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/PawlickiKC22, author = {Marek Pawlicki and Rafal Kozik and Michal Choras}, title = {Towards Deployment Shift Inhibition Through Transfer Learning in Network Intrusion Detection}, booktitle = {{ARES} 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23 - 26, 2022}, pages = {58:1--58:6}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3538969.3544428}, doi = {10.1145/3538969.3544428}, timestamp = {Fri, 19 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEares/PawlickiKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/SzczepanskiPKC22, author = {Mateusz Szczepanski and Marek Pawlicki and Rafal Kozik and Michal Choras}, editor = {Joshua Zhexue Huang and Yi Pan and Barbara Hammer and Muhammad Khurram Khan and Xing Xie and Laizhong Cui and Yulin He}, title = {Fast Hybrid Oracle-Explainer Approach to Explainability Using Optimized Search of Comprehensible Decision Trees}, booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2022, Shenzhen, China, October 13-16, 2022}, pages = {1--10}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/DSAA54385.2022.10032372}, doi = {10.1109/DSAA54385.2022.10032372}, timestamp = {Fri, 17 Feb 2023 18:27:26 +0100}, biburl = {https://dblp.org/rec/conf/dsaa/SzczepanskiPKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eicc/PawlickiKC22, author = {Marek Pawlicki and Rafal Kozik and Michal Choras}, editor = {David Meg{\'{\i}}as and Roberto Di Pietro and Joaqu{\'{\i}}n Garc{\'{\i}}a{-}Alfaro}, title = {Comparison of neural network paradigms for their usefulness in a real-world network intrusion detection deployment and a proposed optimised approach}, booktitle = {{EICC} 2022: European Interdisciplinary Cybersecurity Conference, Barcelona, Spain, June 15 - 16, 2022}, pages = {53--56}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3528580.3532840}, doi = {10.1145/3528580.3532840}, timestamp = {Sun, 12 Nov 2023 02:15:04 +0100}, biburl = {https://dblp.org/rec/conf/eicc/PawlickiKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icaisc/PawlickiZKC22, author = {Marek Pawlicki and Martin Z{\'{a}}dn{\'{\i}}k and Rafal Kozik and Michal Choras}, editor = {Leszek Rutkowski and Rafal Scherer and Marcin Korytkowski and Witold Pedrycz and Ryszard Tadeusiewicz and Jacek M. Zurada}, title = {Analysis and Detection of DDoS Backscatter Using NetFlow Data, Hyperband-Optimised Deep Learning and Explainability Techniques}, booktitle = {Artificial Intelligence and Soft Computing - 21st International Conference, {ICAISC} 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {13588}, pages = {82--92}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-23492-7\_8}, doi = {10.1007/978-3-031-23492-7\_8}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icaisc/PawlickiZKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icic/KozikPSRC22, author = {Rafal Kozik and Marek Pawlicki and Mateusz Szczepanski and Rafal Renk and Michal Choras}, editor = {De{-}Shuang Huang and Kang{-}Hyun Jo and Junfeng Jing and Prashan Premaratne and Vitoantonio Bevilacqua and Abir Hussain}, title = {Efficient Post Event Analysis and Cyber Incident Response in IoT and E-commerce Through Innovative Graphs and Cyberthreat Intelligence Employment}, booktitle = {Intelligent Computing Methodologies - 18th International Conference, {ICIC} 2022, Xi'an, China, August 7-11, 2022, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {13395}, pages = {257--266}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-13832-4\_22}, doi = {10.1007/978-3-031-13832-4\_22}, timestamp = {Tue, 16 Aug 2022 16:15:40 +0200}, biburl = {https://dblp.org/rec/conf/icic/KozikPSRC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isdevel/PawlickiPKC22, author = {Marek Pawlicki and Aleksandra Pawlicka and Rafal Kozik and Michal Choras}, editor = {Robert Andrei Buchmann and Gheorghe Cosmin Silaghi and Darius Bufnea and Virginia Niculescu and Gabriela Czibula and Carol L. Barry and Michael Lang and Henry Linger and Christoph Schneider}, title = {Graph Databases and E-commerce Cybersecurity - a Match Made in Heaven? The Innovative Technology to Enhance Cyberthreat Mitigation}, booktitle = {Information Systems Development: Artificial Intelligence for Information Systems Development and Operations {(ISD2022} Proceedings), Cluj-Napoca, Romania, 31 August - 2 September 2022}, publisher = {Risoprint / Association for Information Systems}, year = {2022}, url = {https://aisel.aisnet.org/isd2014/proceedings2022/ai/4}, timestamp = {Mon, 31 Oct 2022 09:36:30 +0100}, biburl = {https://dblp.org/rec/conf/isdevel/PawlickiPKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isdevel/PawlickiPKKC22, author = {Marek Pawlicki and Aleksandra Pawlicka and Mikolaj Komisarek and Rafal Kozik and Michal Choras}, editor = {Robert Andrei Buchmann and Gheorghe Cosmin Silaghi and Darius Bufnea and Virginia Niculescu and Gabriela Czibula and Carol L. Barry and Michael Lang and Henry Linger and Christoph Schneider}, title = {The IoT Threat Landscape vs. Machine Learning, a.k.a. Who Attacks IoT, Why Do They Do It, and How to Prevent It?}, booktitle = {Information Systems Development: Artificial Intelligence for Information Systems Development and Operations {(ISD2022} Proceedings), Cluj-Napoca, Romania, 31 August - 2 September 2022}, publisher = {Risoprint / Association for Information Systems}, year = {2022}, url = {https://aisel.aisnet.org/isd2014/proceedings2022/ai/7}, timestamp = {Mon, 31 Oct 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isdevel/PawlickiPKKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mobisec2/KozikSCP22, author = {Rafal Kozik and Krzysztof Samp and Michal Choras and Marek Pawlicki}, editor = {Ilsun You and Hwankuk Kim and Pelin Angin}, title = {Parameters Transfer Framework for Multi-domain Fake News Detection}, booktitle = {Mobile Internet Security - 6th International Symposium, MobiSec 2022, Jeju, South Korea, December 15-17, 2022, Revised Selected Papers}, series = {Communications in Computer and Information Science}, volume = {1644}, pages = {85--96}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-981-99-4430-9\_6}, doi = {10.1007/978-981-99-4430-9\_6}, timestamp = {Thu, 20 Jul 2023 11:43:54 +0200}, biburl = {https://dblp.org/rec/conf/mobisec2/KozikSCP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/riiforum/PawlickaPKC22, author = {Aleksandra Pawlicka and Marek Pawlicki and Rafal Kozik and Michal Choras}, editor = {Anna Visvizi and Orlando Troisi and Mara Grimaldi}, title = {Fake News and Threats to IoT - The Crucial Aspects of Cyberspace in the Times of Cyberwar}, booktitle = {Research and Innovation Forum 2022: Rupture, Resilience and Recovery in the Post-Covid World, {RIIFORUM} 2022, Athens, Greece, April 20-22, 2022}, series = {Springer Proceedings in Complexity}, pages = {31--38}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-19560-0\_3}, doi = {10.1007/978-3-031-19560-0\_3}, timestamp = {Thu, 20 Jul 2023 11:38:29 +0200}, biburl = {https://dblp.org/rec/conf/riiforum/PawlickaPKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/KomisarekPKHC21, author = {Mikolaj Komisarek and Marek Pawlicki and Rafal Kozik and Witold Holubowicz and Michal Choras}, title = {How to Effectively Collect and Process Network Data for Intrusion Detection?}, journal = {Entropy}, volume = {23}, number = {11}, pages = {1532}, year = {2021}, url = {https://doi.org/10.3390/e23111532}, doi = {10.3390/E23111532}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/entropy/KomisarekPKHC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijidss/MathiassenSBTCB21, author = {Kim Mathiassen and Frank E. Schneider and Paul Bounker and Alexander Tiderko and Geert De Cubber and Magnus Baksaas and Jakub Gl{\'{o}}wka and Rafal Kozik and Thomas Nussbaumer and Juha R{\"{o}}ning and Johannes Pellenz and Andr{\'{e}} Volk}, title = {Demonstrating interoperability between unmanned ground systems and command and control systems}, journal = {Int. J. Intell. Def. Support Syst.}, volume = {6}, number = {2}, pages = {100--129}, year = {2021}, url = {https://doi.org/10.1504/IJIDSS.2021.115236}, doi = {10.1504/IJIDSS.2021.115236}, timestamp = {Fri, 25 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijidss/MathiassenSBTCB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/istr/LaskawiecCKV21, author = {Sebastian Laskawiec and Michal Choras and Rafal Kozik and Vijayakumar Varadarajan}, title = {Intelligent operator: Machine learning based decision support and explainer for human operators and service providers in the fog, cloud and edge networks}, journal = {J. Inf. Secur. Appl.}, volume = {56}, pages = {102685}, year = {2021}, url = {https://doi.org/10.1016/j.jisa.2020.102685}, doi = {10.1016/J.JISA.2020.102685}, timestamp = {Mon, 01 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/istr/LaskawiecCKV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jowua/KomisarekPKC21, author = {Mikolaj Komisarek and Marek Pawlicki and Rafal Kozik and Michal Choras}, title = {Machine Learning Based Approach to Anomaly and Cyberattack Detection in Streamed Network Traffic Data}, journal = {J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl.}, volume = {12}, number = {1}, pages = {3--19}, year = {2021}, url = {https://doi.org/10.22667/JOWUA.2021.03.31.003}, doi = {10.22667/JOWUA.2021.03.31.003}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jowua/KomisarekPKC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/PerezGGZKCMPM21, author = {Francisco J. P{\'{e}}rez and Victor Garrido and Alberto Garc{\'{\i}}a and Marcelo Zambrano and Rafal Kozik and Michal Choras and Dirk M{\"{u}}hlenberg and Dirk Pallmer and Wilmuth M{\"{u}}ller}, title = {Multimedia analysis platform for crime prevention and investigation}, journal = {Multim. Tools Appl.}, volume = {80}, number = {15}, pages = {23681--23700}, year = {2021}, url = {https://doi.org/10.1007/s11042-020-10206-y}, doi = {10.1007/S11042-020-10206-Y}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mta/PerezGGZKCMPM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/paa/KozikPC21, author = {Rafal Kozik and Marek Pawlicki and Michal Choras}, title = {A new method of hybrid time window embedding with transformer-based traffic data classification in IoT-networked environment}, journal = {Pattern Anal. Appl.}, volume = {24}, number = {4}, pages = {1441--1449}, year = {2021}, url = {https://doi.org/10.1007/s10044-021-00980-2}, doi = {10.1007/S10044-021-00980-2}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/paa/KozikPC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/MihailescuMCKPH21, author = {Maria{-}Elena Mihailescu and Darius Mihai and Mihai Carabas and Mikolaj Komisarek and Marek Pawlicki and Witold Holubowicz and Rafal Kozik}, title = {The Proposition and Evaluation of the RoEduNet-SIMARGL2021 Network Intrusion Detection Dataset}, journal = {Sensors}, volume = {21}, number = {13}, pages = {4319}, year = {2021}, url = {https://doi.org/10.3390/s21134319}, doi = {10.3390/S21134319}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sensors/MihailescuMCKPH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/PawlickaPKC21, author = {Aleksandra Pawlicka and Marek Pawlicki and Rafal Kozik and Ryszard S. Choras}, title = {A Systematic Review of Recommender Systems and Their Applications in Cybersecurity}, journal = {Sensors}, volume = {21}, number = {15}, pages = {5248}, year = {2021}, url = {https://doi.org/10.3390/s21155248}, doi = {10.3390/S21155248}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sensors/PawlickaPKC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/KomisarekPKMKC21, author = {Mikolaj Komisarek and Marek Pawlicki and Mikolaj Kowalski and Adrian Marzecki and Rafal Kozik and Michal Choras}, editor = {Delphine Reinhardt and Tilo M{\"{u}}ller}, title = {Network Intrusion Detection in the Wild - the Orange use case in the {SIMARGL} project}, booktitle = {{ARES} 2021: The 16th International Conference on Availability, Reliability and Security, Vienna, Austria, August 17-20, 2021}, pages = {65:1--65:7}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3465481.3470091}, doi = {10.1145/3465481.3470091}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEares/KomisarekPKMKC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aciids/PawlickiCKH21, author = {Marek Pawlicki and Michal Choras and Rafal Kozik and Witold Holubowicz}, editor = {Ngoc Thanh Nguyen and Suphamit Chittayasothorn and Dusit Niyato and Bogdan Trawinski}, title = {Missing and Incomplete Data Handling in Cybersecurity Applications}, booktitle = {Intelligent Information and Database Systems - 13th Asian Conference, {ACIIDS} 2021, Phuket, Thailand, April 7-10, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12672}, pages = {413--426}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-73280-6\_33}, doi = {10.1007/978-3-030-73280-6\_33}, timestamp = {Thu, 16 Mar 2023 20:00:29 +0100}, biburl = {https://dblp.org/rec/conf/aciids/PawlickiCKH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisim/PawlickaCPBKD21, author = {Aleksandra Pawlicka and Michal Choras and Marcin Przybyszewski and Laurent Belmon and Rafal Kozik and Konstantinos P. Demestichas}, editor = {Khalid Saeed and Jir{\'{\i}} Dvorsk{\'{y}}}, title = {Why Do Law Enforcement Agencies Need {AI} for Analyzing Big Data?}, booktitle = {Computer Information Systems and Industrial Management - 20th International Conference, {CISIM} 2021, E{\l}k, Poland, September 24-26, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12883}, pages = {331--342}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-84340-3\_27}, doi = {10.1007/978-3-030-84340-3\_27}, timestamp = {Tue, 21 Sep 2021 19:14:13 +0200}, biburl = {https://dblp.org/rec/conf/cisim/PawlickaCPBKD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cores/ZyblewskiPKC21, author = {Pawel Zyblewski and Marek Pawlicki and Rafal Kozik and Michal Choras}, editor = {Michal Choras and Ryszard S. Choras and Marek Kurzynski and Pawel Trajdos and Jerzy Pejas and Tomasz Hyla}, title = {Cyber-Attack Detection from IoT Benchmark Considered as Data Streams}, booktitle = {Progress in Image Processing, Pattern Recognition and Communication Systems - Proceedings of the Conference (CORES, IP{\&}C, ACS), Virtual Event / Bydgoszcz, Poland, June 28-30, 2021}, series = {Lecture Notes in Networks and Systems}, volume = {255}, pages = {230--239}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-81523-3\_23}, doi = {10.1007/978-3-030-81523-3\_23}, timestamp = {Sun, 02 Oct 2022 15:58:01 +0200}, biburl = {https://dblp.org/rec/conf/cores/ZyblewskiPKC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cores/KomisarekPSPKC21, author = {Mikolaj Komisarek and Marek Pawlicki and Piotr Sobonski and Aleksandra Pawlicka and Rafal Kozik and Michal Choras}, editor = {Michal Choras and Ryszard S. Choras and Marek Kurzynski and Pawel Trajdos and Jerzy Pejas and Tomasz Hyla}, title = {Extending Machine Learning-Based Intrusion Detection with the Imputation Method}, booktitle = {Progress in Image Processing, Pattern Recognition and Communication Systems - Proceedings of the Conference (CORES, IP{\&}C, ACS), Virtual Event / Bydgoszcz, Poland, June 28-30, 2021}, series = {Lecture Notes in Networks and Systems}, volume = {255}, pages = {284--292}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-81523-3\_28}, doi = {10.1007/978-3-030-81523-3\_28}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cores/KomisarekPSPKC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccS/KulaKC021, author = {Sebastian Kula and Rafal Kozik and Michal Choras and Michal Wozniak}, editor = {Maciej Paszynski and Dieter Kranzlm{\"{u}}ller and Valeria V. Krzhizhanovskaya and Jack J. Dongarra and Peter M. A. Sloot}, title = {Transformer Based Models in Fake News Detection}, booktitle = {Computational Science - {ICCS} 2021 - 21st International Conference, Krakow, Poland, June 16-18, 2021, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {12745}, pages = {28--38}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-77970-2\_3}, doi = {10.1007/978-3-030-77970-2\_3}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccS/KulaKC021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccci/SzczepanskiKPKC21, author = {Mateusz Szczepanski and Mikolaj Komisarek and Marek Pawlicki and Rafal Kozik and Michal Choras}, editor = {Krystian Wojtkiewicz and Jan Treur and Elias Pimenidis and Marcin Maleszka}, title = {The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data}, booktitle = {Advances in Computational Collective Intelligence - 13th International Conference, {ICCCI} 2021, Kallithea, Rhodes, Greece, September 29 - October 1, 2021, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1463}, pages = {241--252}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-88113-9\_19}, doi = {10.1007/978-3-030-88113-9\_19}, timestamp = {Wed, 03 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccci/SzczepanskiKPKC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icic/PawlickiKPC21, author = {Marek Pawlicki and Rafal Kozik and Damian Puchalski and Michal Choras}, editor = {De{-}Shuang Huang and Kang{-}Hyun Jo and Jianqiang Li and Valeriya V. Gribova and Prashan Premaratne}, title = {Towards AI-Based Reaction and Mitigation for e-Commerce - the {ENSURESEC} Engine}, booktitle = {Intelligent Computing Theories and Application - 17th International Conference, {ICIC} 2021, Shenzhen, China, August 12-15, 2021, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {12838}, pages = {24--31}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-84532-2\_3}, doi = {10.1007/978-3-030-84532-2\_3}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icic/PawlickiKPC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/ChorasSKLMRMF20, author = {Michal Choras and Tomasz Springer and Rafal Kozik and Lidia L{\'{o}}pez and Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and Prabhat Ram and Pilar Rodr{\'{\i}}guez and Xavier Franch}, title = {Measuring and Improving Agile Processes in a Small-Size Software Development Company}, journal = {{IEEE} Access}, volume = {8}, pages = {78452--78466}, year = {2020}, url = {https://doi.org/10.1109/ACCESS.2020.2990117}, doi = {10.1109/ACCESS.2020.2990117}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/ChorasSKLMRMF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fgcs/PawlickiCK20, author = {Marek Pawlicki and Michal Choras and Rafal Kozik}, title = {Defending network intrusion detection systems against adversarial evasion attacks}, journal = {Future Gener. Comput. Syst.}, volume = {110}, pages = {148--154}, year = {2020}, url = {https://doi.org/10.1016/j.future.2020.04.013}, doi = {10.1016/J.FUTURE.2020.04.013}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fgcs/PawlickiCK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/ChorasD0K20, author = {Michal Choras and Salvatore D'Antonio and J{\"{o}}rg Keller and Rafal Kozik}, title = {Practical Applications of Data Analysis, Classification and Anomaly Detection}, journal = {J. Univers. Comput. Sci.}, volume = {26}, number = {4}, pages = {432--433}, year = {2020}, url = {http://www.jucs.org/jucs\_26\_4/practical\_applications\_of\_data}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jucs/ChorasD0K20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/ChorasDKK20, author = {Michal Choras and Salvatore D'Antonio and J{\"{o}}rg Keller and Rafal Kozik}, title = {Progress in Features, Data, Patterns and Similarity Analysis}, journal = {J. Univers. Comput. Sci.}, volume = {26}, number = {6}, pages = {647--648}, year = {2020}, url = {http://www.jucs.org/jucs\_26\_6/progress\_in\_features\_data}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jucs/ChorasDKK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/DuttaCPK20, author = {Vibekananda Dutta and Michal Choras and Marek Pawlicki and Rafal Kozik}, title = {Detection of Cyberattacks Traces in IoT Data}, journal = {J. Univers. Comput. Sci.}, volume = {26}, number = {11}, pages = {1422--1434}, year = {2020}, url = {http://www.jucs.org/jucs\_26\_11/detection\_of\_cyberattacks\_traces}, timestamp = {Thu, 18 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jucs/DuttaCPK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/DuttaCPK20, author = {Vibekananda Dutta and Michal Choras and Marek Pawlicki and Rafal Kozik}, title = {A Deep Learning Ensemble for Network Anomaly and Cyber-Attack Detection}, journal = {Sensors}, volume = {20}, number = {16}, pages = {4583}, year = {2020}, url = {https://doi.org/10.3390/s20164583}, doi = {10.3390/S20164583}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sensors/DuttaCPK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sqj/OriolMBFKSVRFAA20, author = {Marc Oriol and Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and Woubshet Behutiye and Carles Farr{\'{e}} and Rafal Kozik and Pertti Sepp{\"{a}}nen and Anna Maria Vollmer and Pilar Rodr{\'{\i}}guez and Xavier Franch and Sanja Aaramaa and Antonin Abherv{\'{e}} and Michal Choras and Jari Partanen}, title = {Data-driven and tool-supported elicitation of quality requirements in agile companies}, journal = {Softw. Qual. J.}, volume = {28}, number = {3}, pages = {931--963}, year = {2020}, url = {https://doi.org/10.1007/s11219-020-09509-y}, doi = {10.1007/S11219-020-09509-Y}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sqj/OriolMBFKSVRFAA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vjcs/KozikCPHPMBLDHL20, author = {Rafal Kozik and Michal Choras and Marek Pawlicki and Witold Holubowicz and Dirk Pallmer and Wilmuth M{\"{u}}ller and Ernst{-}Josef Behmer and Ioannis V. Loumiotis and Konstantinos P. Demestichas and Roxana Horincar and Claire Laudy and David Faure}, title = {Common Representational Model and Ontologies for Effective Law Enforcement Solutions}, journal = {Vietnam. J. Comput. Sci.}, volume = {7}, number = {1}, pages = {1--18}, year = {2020}, url = {https://doi.org/10.1142/S2196888820020017}, doi = {10.1142/S2196888820020017}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/vjcs/KozikCPHPMBLDHL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/KomisarekCKP20, author = {Mikolaj Komisarek and Michal Choras and Rafal Kozik and Marek Pawlicki}, editor = {Melanie Volkamer and Christian Wressnegger}, title = {Real-time stream processing tool for detecting suspicious network patterns using machine learning}, booktitle = {{ARES} 2020: The 15th International Conference on Availability, Reliability and Security, Virtual Event, Ireland, August 25-28, 2020}, pages = {60:1--60:7}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3407023.3409189}, doi = {10.1145/3407023.3409189}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEares/KomisarekCKP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/PuchalskiCKMKC20, author = {Damian Puchalski and Luca Caviglione and Rafal Kozik and Adrian Marzecki and Slawomir Krawczyk and Michal Choras}, editor = {Melanie Volkamer and Christian Wressnegger}, title = {Stegomalware detection through structural analysis of media files}, booktitle = {{ARES} 2020: The 15th International Conference on Availability, Reliability and Security, Virtual Event, Ireland, August 25-28, 2020}, pages = {73:1--73:6}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3407023.3409187}, doi = {10.1145/3407023.3409187}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEares/PuchalskiCKMKC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisis-spain/KozikCPPWM20, author = {Rafal Kozik and Michal Choras and Marek Pawlicki and Aleksandra Pawlicka and Wojciech Warczak and Grzegorz Mazgaj}, editor = {{\'{A}}lvaro Herrero and Carlos Cambra and Daniel Urda and Javier Sedano and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {Proposition of Innovative and Scalable Information System for Call Detail Records Analysis and Visualisation}, booktitle = {13th International Conference on Computational Intelligence in Security for Information Systems, {CISIS} 2020, Burgos, Spain, September 2020}, series = {Advances in Intelligent Systems and Computing}, volume = {1267}, pages = {174--183}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-57805-3\_17}, doi = {10.1007/978-3-030-57805-3\_17}, timestamp = {Mon, 13 Feb 2023 21:54:28 +0100}, biburl = {https://dblp.org/rec/conf/cisis-spain/KozikCPPWM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisis-spain/KozikCKP20, author = {Rafal Kozik and Michal Choras and Sebastian Kula and Marek Pawlicki}, editor = {{\'{A}}lvaro Herrero and Carlos Cambra and Daniel Urda and Javier Sedano and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {Distributed Architecture for Fake News Detection}, booktitle = {13th International Conference on Computational Intelligence in Security for Information Systems, {CISIS} 2020, Burgos, Spain, September 2020}, series = {Advances in Intelligent Systems and Computing}, volume = {1267}, pages = {208--217}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-57805-3\_20}, doi = {10.1007/978-3-030-57805-3\_20}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cisis-spain/KozikCKP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisis-spain/KulaCK20, author = {Sebastian Kula and Michal Choras and Rafal Kozik}, editor = {{\'{A}}lvaro Herrero and Carlos Cambra and Daniel Urda and Javier Sedano and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {Application of the BERT-Based Architecture in Fake News Detection}, booktitle = {13th International Conference on Computational Intelligence in Security for Information Systems, {CISIS} 2020, Burgos, Spain, September 2020}, series = {Advances in Intelligent Systems and Computing}, volume = {1267}, pages = {239--249}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-57805-3\_23}, doi = {10.1007/978-3-030-57805-3\_23}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cisis-spain/KulaCK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisis-spain/DuttaCKP20, author = {Vibekananda Dutta and Michal Choras and Rafal Kozik and Marek Pawlicki}, editor = {{\'{A}}lvaro Herrero and Carlos Cambra and Daniel Urda and Javier Sedano and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {Hybrid Model for Improving the Classification Effectiveness of Network Intrusion Detection}, booktitle = {13th International Conference on Computational Intelligence in Security for Information Systems, {CISIS} 2020, Burgos, Spain, September 2020}, series = {Advances in Intelligent Systems and Computing}, volume = {1267}, pages = {405--414}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-57805-3\_38}, doi = {10.1007/978-3-030-57805-3\_38}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cisis-spain/DuttaCKP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ease/RamROMBCKAA20, author = {Prabhat Ram and Pilar Rodr{\'{\i}}guez and Markku Oivo and Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and Alessandra Bagnato and Michal Choras and Rafal Kozik and Sanja Aaramaa and Milla Ahola}, editor = {Jingyue Li and Letizia Jaccheri and Torgeir Dings{\o}yr and Ruzanna Chitchyan}, title = {Actionable Software Metrics: An Industrial Perspective}, booktitle = {{EASE} '20: Evaluation and Assessment in Software Engineering, Trondheim, Norway, April 15-17, 2020}, pages = {240--249}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3383219.3383244}, doi = {10.1145/3383219.3383244}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ease/RamROMBCKAA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccS/PawlickiCKH20, author = {Marek Pawlicki and Michal Choras and Rafal Kozik and Witold Holubowicz}, editor = {Valeria V. Krzhizhanovskaya and G{\'{a}}bor Z{\'{a}}vodszky and Michael Harold Lees and Jack J. Dongarra and Peter M. A. Sloot and S{\'{e}}rgio Brissos and Jo{\~{a}}o Teixeira}, title = {On the Impact of Network Data Balancing in Cybersecurity Applications}, booktitle = {Computational Science - {ICCS} 2020 - 20th International Conference, Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {12140}, pages = {196--210}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-50423-6\_15}, doi = {10.1007/978-3-030-50423-6\_15}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccS/PawlickiCKH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccS/ChorasPPK20, author = {Michal Choras and Marek Pawlicki and Damian Puchalski and Rafal Kozik}, editor = {Valeria V. Krzhizhanovskaya and G{\'{a}}bor Z{\'{a}}vodszky and Michael Harold Lees and Jack J. Dongarra and Peter M. A. Sloot and S{\'{e}}rgio Brissos and Jo{\~{a}}o Teixeira}, title = {Machine Learning - The Results Are Not the only Thing that Matters! What About Security, Explainability and Fairness?}, booktitle = {Computational Science - {ICCS} 2020 - 20th International Conference, Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {12140}, pages = {615--628}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-50423-6\_46}, doi = {10.1007/978-3-030-50423-6\_46}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccS/ChorasPPK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccS/KulaCKK020, author = {Sebastian Kula and Michal Choras and Rafal Kozik and Pawel Ksieniewicz and Michal Wozniak}, editor = {Valeria V. Krzhizhanovskaya and G{\'{a}}bor Z{\'{a}}vodszky and Michael Harold Lees and Jack J. Dongarra and Peter M. A. Sloot and S{\'{e}}rgio Brissos and Jo{\~{a}}o Teixeira}, title = {Sentiment Analysis for Fake News Detection by Means of Neural Networks}, booktitle = {Computational Science - {ICCS} 2020 - 20th International Conference, Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {12140}, pages = {653--666}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-50423-6\_49}, doi = {10.1007/978-3-030-50423-6\_49}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccS/KulaCKK020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/KsieniewiczZCKG20, author = {Pawel Ksieniewicz and Pawel Zyblewski and Michal Choras and Rafal Kozik and Agata Gielczyk and Michal Wozniak}, title = {Fake News Detection from Data Streams}, booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020, Glasgow, United Kingdom, July 19-24, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/IJCNN48605.2020.9207498}, doi = {10.1109/IJCNN48605.2020.9207498}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/KsieniewiczZCKG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/SzczepanskiCPK20, author = {Mateusz Szczepanski and Michal Choras and Marek Pawlicki and Rafal Kozik}, title = {Achieving Explainability of Intrusion Detection System by Hybrid Oracle-Explainer Approach}, booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020, Glasgow, United Kingdom, July 19-24, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/IJCNN48605.2020.9207199}, doi = {10.1109/IJCNN48605.2020.9207199}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/SzczepanskiCPK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/profes/RamROBACK20, author = {Prabhat Ram and Pilar Rodr{\'{\i}}guez and Markku Oivo and Alessandra Bagnato and Antonin Abherve and Michal Choras and Rafal Kozik}, editor = {Maurizio Morisio and Marco Torchiano and Andreas Jedlitschka}, title = {An Empirical Investigation into Industrial Use of Software Metrics Programs}, booktitle = {Product-Focused Software Process Improvement - 21st International Conference, {PROFES} 2020, Turin, Italy, November 25-27, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12562}, pages = {419--433}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-64148-1\_26}, doi = {10.1007/978-3-030-64148-1\_26}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/profes/RamROBACK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cluster/LaskawiecCK19, author = {Sebastian Laskawiec and Michal Choras and Rafal Kozik}, title = {New solutions for exposing clustered applications deployed in the cloud}, journal = {Clust. Comput.}, volume = {22}, number = {3}, pages = {829--838}, year = {2019}, url = {https://doi.org/10.1007/s10586-018-2850-3}, doi = {10.1007/S10586-018-2850-3}, timestamp = {Tue, 29 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cluster/LaskawiecCK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/complexity/KozikPCP19, author = {Rafal Kozik and Marek Pawlicki and Michal Choras and Witold Pedrycz}, title = {Practical Employment of Granular Computing to Complex Application Layer Cyberattack Detection}, journal = {Complex.}, volume = {2019}, pages = {5826737:1--5826737:9}, year = {2019}, url = {https://doi.org/10.1155/2019/5826737}, doi = {10.1155/2019/5826737}, timestamp = {Thu, 24 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/complexity/KozikPCP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ctw/ChorasKPR19, author = {Michal Choras and Rafal Kozik and Damian Puchalski and Rafal Renk}, title = {Increasing product owners' cognition and decision-making capabilities by data analysis approach}, journal = {Cogn. Technol. Work.}, volume = {21}, number = {2}, pages = {191--200}, year = {2019}, url = {https://doi.org/10.1007/s10111-018-0494-y}, doi = {10.1007/S10111-018-0494-Y}, timestamp = {Thu, 09 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ctw/ChorasKPR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/igpl/KozikC19, author = {Rafal Kozik and Michal Choras}, title = {Protecting the application layer in the public domain with machine learning methods}, journal = {Log. J. {IGPL}}, volume = {27}, number = {2}, pages = {149--159}, year = {2019}, url = {https://doi.org/10.1093/jigpal/jzy029}, doi = {10.1093/JIGPAL/JZY029}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/igpl/KozikC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jaihc/KozikCPR19, author = {Rafal Kozik and Michal Choras and Damian Puchalski and Rafal Renk}, title = {Q-Rapids framework for advanced data analysis to improve rapid software development}, journal = {J. Ambient Intell. Humaniz. Comput.}, volume = {10}, number = {5}, pages = {1927--1936}, year = {2019}, url = {https://doi.org/10.1007/s12652-018-0784-5}, doi = {10.1007/S12652-018-0784-5}, timestamp = {Mon, 10 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jaihc/KozikCPR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/KozikCK19, author = {Rafal Kozik and Michal Choras and J{\"{o}}rg Keller}, title = {Balanced Efficient Lifelong Learning {(B-ELLA)} for Cyber Attack Detection}, journal = {J. Univers. Comput. Sci.}, volume = {25}, number = {1}, pages = {2--15}, year = {2019}, url = {http://www.jucs.org/jucs\_25\_1/balanced\_efficient\_lifelong\_learning}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jucs/KozikCK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jucs/KellerGKAC19, author = {J{\"{o}}rg Keller and Manuel Gra{\~{n}}a and Rafal Kozik and Tomasz Andrysiak and Michal Choras}, title = {Recent Advances, Emerging Methods and Applications of Pattern Recognition}, journal = {J. Univers. Comput. Sci.}, volume = {25}, number = {6}, pages = {569--570}, year = {2019}, url = {http://www.jucs.org/jucs\_25\_6/recent\_advances\_emerging\_methods}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jucs/KellerGKAC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mis/GielczykCK19, author = {Agata Gielczyk and Michal Choras and Rafal Kozik}, title = {Lightweight Verification Schema for Image-Based Palmprint Biometric Systems}, journal = {Mob. Inf. Syst.}, volume = {2019}, pages = {2325891:1--2325891:9}, year = {2019}, url = {https://doi.org/10.1155/2019/2325891}, doi = {10.1155/2019/2325891}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mis/GielczykCK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/ChorasPKDKG19, author = {Michal Choras and Marek Pawlicki and Rafal Kozik and Konstantinos P. Demestichas and Pavlos Kosmides and Manik Gupta}, title = {SocialTruth Project Approach to Online Disinformation (Fake News) Detection and Mitigation}, booktitle = {Proceedings of the 14th International Conference on Availability, Reliability and Security, {ARES} 2019, Canterbury, UK, August 26-29, 2019}, pages = {68:1--68:10}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3339252.3341497}, doi = {10.1145/3339252.3341497}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/IEEEares/ChorasPKDKG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisim/ChorasKPHF19, author = {Michal Choras and Rafal Kozik and Marek Pawlicki and Witold Holubowicz and Xavier Franch}, editor = {Khalid Saeed and Rituparna Chaki and Valentina Janev}, title = {Software Development Metrics Prediction Using Time Series Methods}, booktitle = {Computer Information Systems and Industrial Management - 18th International Conference, {CISIM} 2019, Belgrade, Serbia, September 19-21, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11703}, pages = {311--323}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-28957-7\_26}, doi = {10.1007/978-3-030-28957-7\_26}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cisim/ChorasKPHF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cores/PawlickiGKC19, author = {Marek Pawlicki and Agata Gielczyk and Rafal Kozik and Michal Choras}, editor = {Robert Burduk and Marek Kurzynski and Michal Wozniak}, title = {Fault-Prone Software Classes Recognition via Artificial Neural Network with Granular Dataset Balancing}, booktitle = {Progress in Computer Recognition Systems, International Conference on Computer Recognition Systems, {CORES} 2019, Polanica-Zdr{\'{o}}j, Poland, 20-22 May, 2019}, series = {Advances in Intelligent Systems and Computing}, volume = {977}, pages = {130--140}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-19738-4\_14}, doi = {10.1007/978-3-030-19738-4\_14}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cores/PawlickiGKC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccS/ChorasPK19, author = {Michal Choras and Marek Pawlicki and Rafal Kozik}, editor = {Jo{\~{a}}o M. F. Rodrigues and Pedro J. S. Cardoso and J{\^{a}}nio M. Monteiro and Roberto Lam and Valeria V. Krzhizhanovskaya and Michael Harold Lees and Jack J. Dongarra and Peter M. A. Sloot}, title = {Recognizing Faults in Software Related Difficult Data}, booktitle = {Computational Science - {ICCS} 2019 - 19th International Conference, Faro, Portugal, June 12-14, 2019, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {11538}, pages = {263--272}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-22744-9\_20}, doi = {10.1007/978-3-030-22744-9\_20}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccS/ChorasPK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccci/KozikCPHPMBLDHL19, author = {Rafal Kozik and Michal Choras and Marek Pawlicki and Witold Holubowicz and Dirk Pallmer and Wilmuth M{\"{u}}ller and Ernst{-}Josef Behmer and Ioannis V. Loumiotis and Konstantinos P. Demestichas and Roxana Horincar and Claire Laudy and David Faure}, editor = {Ngoc Thanh Nguyen and Richard Chbeir and Ernesto Exposito and Philippe Aniort{\'{e}} and Bogdan Trawinski}, title = {The Identification and Creation of Ontologies for the Use in Law Enforcement {AI} Solutions - {MAGNETO} Platform Use Case}, booktitle = {Computational Collective Intelligence - 11th International Conference, {ICCCI} 2019, Hendaye, France, September 4-6, 2019, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {11684}, pages = {335--345}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-28374-2\_29}, doi = {10.1007/978-3-030-28374-2\_29}, timestamp = {Thu, 16 Mar 2023 20:00:30 +0100}, biburl = {https://dblp.org/rec/conf/iccci/KozikCPHPMBLDHL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icic/PawlickiKC19, author = {Marek Pawlicki and Rafal Kozik and Michal Choras}, editor = {De{-}Shuang Huang and Vitoantonio Bevilacqua and Prashan Premaratne}, title = {Artificial Neural Network Hyperparameter Optimisation for Network Intrusion Detection}, booktitle = {Intelligent Computing Theories and Application - 15th International Conference, {ICIC} 2019, Nanchang, China, August 3-6, 2019, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11643}, pages = {749--760}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-26763-6\_72}, doi = {10.1007/978-3-030-26763-6\_72}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icic/PawlickiKC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ideal/KsieniewiczCKW19, author = {Pawel Ksieniewicz and Michal Choras and Rafal Kozik and Michal Wozniak}, editor = {Hujun Yin and David Camacho and Peter Ti{\~{n}}o and Antonio J. Tall{\'{o}}n{-}Ballesteros and Ronaldo Menezes and Richard Allmendinger}, title = {Machine Learning Methods for Fake News Classification}, booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2019 - 20th International Conference, Manchester, UK, November 14-16, 2019, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {11872}, pages = {332--339}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-33617-2\_34}, doi = {10.1007/978-3-030-33617-2\_34}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ideal/KsieniewiczCKW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ideal/ChorasPK19, author = {Michal Choras and Marek Pawlicki and Rafal Kozik}, editor = {Hujun Yin and David Camacho and Peter Ti{\~{n}}o and Antonio J. Tall{\'{o}}n{-}Ballesteros and Ronaldo Menezes and Richard Allmendinger}, title = {The Feasibility of Deep Learning Use for Adversarial Model Extraction in the Cybersecurity Domain}, booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2019 - 20th International Conference, Manchester, UK, November 14-16, 2019, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {11872}, pages = {353--360}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-33617-2\_36}, doi = {10.1007/978-3-030-33617-2\_36}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ideal/ChorasPK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieeehpcs/GielczykCK19, author = {Agata Gielczyk and Michal Choras and Rafal Kozik}, title = {The mobile palmprint-based verification based on three-value masks}, booktitle = {17th International Conference on High Performance Computing {\&} Simulation, {HPCS} 2019, Dublin, Ireland, July 15-19, 2019}, pages = {909--914}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/HPCS48598.2019.9188102}, doi = {10.1109/HPCS48598.2019.9188102}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ieeehpcs/GielczykCK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/PawlickiMCK19, author = {Marek Pawlicki and Adam Marchewka and Michal Choras and Rafal Kozik}, editor = {Michal Choras and Ryszard S. Choras}, title = {Gated Recurrent Units for Intrusion Detection}, booktitle = {Image Processing and Communications - Techniques, Algorithms and Applications, IP{\&}C'2019, Bydgoszcz, Poland, 11-13 September 2019, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {1062}, pages = {142--148}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-31254-1\_18}, doi = {10.1007/978-3-030-31254-1\_18}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/PawlickiMCK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/GielczykDCK19, author = {Agata Gielczyk and Karolina Dembinska and Michal Choras and Rafal Kozik}, editor = {Michal Choras and Ryszard S. Choras}, title = {Towards Mobile Palmprint Biometric System with the New Palmprint Database}, booktitle = {Image Processing and Communications - Techniques, Algorithms and Applications, IP{\&}C'2019, Bydgoszcz, Poland, 11-13 September 2019, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {1062}, pages = {149--157}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-31254-1\_19}, doi = {10.1007/978-3-030-31254-1\_19}, timestamp = {Tue, 26 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ip-c/GielczykDCK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/quatic/OriolSBFKMRFAAC19, author = {Marc Oriol and Pertti Sepp{\"{a}}nen and Woubshet Behutiye and Carles Farr{\'{e}} and Rafal Kozik and Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and Pilar Rodr{\'{\i}}guez and Xavier Franch and Sanja Aaramaa and Antonin Abherv{\'{e}} and Michal Choras and Jari Partanen}, editor = {Mario Piattini and Paulo Rupino da Cunha and Ignacio Garc{\'{\i}}a Rodr{\'{\i}}guez de Guzm{\'{a}}n and Ricardo P{\'{e}}rez{-}Castillo}, title = {Data-Driven Elicitation of Quality Requirements in Agile Companies}, booktitle = {Quality of Information and Communications Technology - 12th International Conference, {QUATIC} 2019, Ciudad Real, Spain, September 11-13, 2019, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1010}, pages = {49--63}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-29238-6\_4}, doi = {10.1007/978-3-030-29238-6\_4}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/quatic/OriolSBFKMRFAAC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jpdc/KozikCFP18, author = {Rafal Kozik and Michal Choras and Massimo Ficco and Francesco Palmieri}, title = {A scalable distributed machine learning approach for attack detection in edge computing environments}, journal = {J. Parallel Distributed Comput.}, volume = {119}, pages = {18--26}, year = {2018}, url = {https://doi.org/10.1016/j.jpdc.2018.03.006}, doi = {10.1016/J.JPDC.2018.03.006}, timestamp = {Tue, 05 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jpdc/KozikCFP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/Kozik18, author = {Rafal Kozik}, title = {Distributing extreme learning machines with Apache Spark for NetFlow-based malware activity detection}, journal = {Pattern Recognit. Lett.}, volume = {101}, pages = {14--20}, year = {2018}, url = {https://doi.org/10.1016/j.patrec.2017.11.004}, doi = {10.1016/J.PATREC.2017.11.004}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/Kozik18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/scn/KozikPC18, author = {Rafal Kozik and Marek Pawlicki and Michal Choras}, title = {Cost-Sensitive Distributed Machine Learning for NetFlow-Based Botnet Activity Detection}, journal = {Secur. Commun. Networks}, volume = {2018}, pages = {8753870:1--8753870:8}, year = {2018}, url = {https://doi.org/10.1155/2018/8753870}, doi = {10.1155/2018/8753870}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/scn/KozikPC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/PawlickiCK18, author = {Marek Pawlicki and Michal Choras and Rafal Kozik}, editor = {Sebastian Doerr and Mathias Fischer and Sebastian Schrittwieser and Dominik Herrmann}, title = {Recent Granular Computing Implementations and its Feasibility in Cybersecurity Domain}, booktitle = {Proceedings of the 13th International Conference on Availability, Reliability and Security, {ARES} 2018, Hamburg, Germany, August 27-30, 2018}, pages = {61:1--61:6}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3230833.3233259}, doi = {10.1145/3230833.3233259}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEares/PawlickiCK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/caise/LopezMGCKGVFJ18, author = {Lidia L{\'{o}}pez and Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and Cristina G{\'{o}}mez and Michal Choras and Rafal Kozik and Liliana Guzm{\'{a}}n and Anna Maria Vollmer and Xavier Franch and Andreas Jedlitschka}, editor = {Jan Mendling and Haralambos Mouratidis}, title = {Q-Rapids Tool Prototype: Supporting Decision-Makers in Managing Quality in Rapid Software Development}, booktitle = {Information Systems in the Big Data Era - CAiSE Forum 2018, Tallinn, Estonia, June 11-15, 2018, Proceedings}, series = {Lecture Notes in Business Information Processing}, volume = {317}, pages = {200--208}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-92901-9\_17}, doi = {10.1007/978-3-319-92901-9\_17}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/caise/LopezMGCKGVFJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisim/ChorasGDPK18, author = {Michal Choras and Agata Gielczyk and Konstantinos P. Demestichas and Damian Puchalski and Rafal Kozik}, editor = {Khalid Saeed and Wladyslaw Homenda}, title = {Pattern Recognition Solutions for Fake News Detection}, booktitle = {Computer Information Systems and Industrial Management - 17th International Conference, {CISIM} 2018, Olomouc, Czech Republic, September 27-29, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11127}, pages = {130--139}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-99954-8\_12}, doi = {10.1007/978-3-319-99954-8\_12}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cisim/ChorasGDPK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/depcos/KozikCPR18, author = {Rafal Kozik and Michal Choras and Damian Puchalski and Rafal Renk}, editor = {Wojciech Zamojski and Jacek Mazurkiewicz and Jaroslaw Sugier and Tomasz Walkowiak and Janusz Kacprzyk}, title = {Platform for Software Quality and Dependability Data Analysis}, booktitle = {Contemporary Complex Systems and Their Dependability - Proceedings of the 13th International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, July 2-6, 2018, Brun{\'{o}}w, Poland}, series = {Advances in Intelligent Systems and Computing}, volume = {761}, pages = {306--315}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-91446-6\_29}, doi = {10.1007/978-3-319-91446-6\_29}, timestamp = {Sat, 19 Oct 2019 20:28:00 +0200}, biburl = {https://dblp.org/rec/conf/depcos/KozikCPR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieeehpcs/GielczykCK18, author = {Agata Gielczyk and Michal Choras and Rafal Kozik}, title = {Hybrid Feature Extraction for Palmprint-Based User Authentication}, booktitle = {2018 International Conference on High Performance Computing {\&} Simulation, {HPCS} 2018, Orleans, France, July 16-20, 2018}, pages = {629--633}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/HPCS.2018.00104}, doi = {10.1109/HPCS.2018.00104}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ieeehpcs/GielczykCK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/KozikPC18, author = {Rafal Kozik and Marek Pawlicki and Michal Choras}, editor = {Michal Choras and Ryszard S. Choras}, title = {Sparse Autoencoders for Unsupervised Netflow Data Classification}, booktitle = {Image Processing and Communications Challenges 10 - 10th International Conference, IP{\&}C'2018, Bydgoszcz, Poland, 14-16 November 2018, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {892}, pages = {192--199}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-03658-4\_23}, doi = {10.1007/978-3-030-03658-4\_23}, timestamp = {Wed, 18 Sep 2019 12:42:31 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/KozikPC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/LaskawiecCK18, author = {Sebastian Laskawiec and Michal Choras and Rafal Kozik}, editor = {Michal Choras and Ryszard S. Choras}, title = {Switching Network Protocols to Improve Communication Performance in Public Clouds}, booktitle = {Image Processing and Communications Challenges 10 - 10th International Conference, IP{\&}C'2018, Bydgoszcz, Poland, 14-16 November 2018, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {892}, pages = {224--236}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-03658-4\_27}, doi = {10.1007/978-3-030-03658-4\_27}, timestamp = {Wed, 31 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ip-c/LaskawiecCK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscram/BuscherEAK18, author = {Monika B{\"{u}}scher and Catherine Easton and Xaroula Charalampia Kerasidou and Maria Alejandra Lujan Escalante and Hayley Alter and Katrina Petersen and Marie{-}Christine Bonnamour and David Lund and Andreas Baur and Regina Ammicht Quinn and Jessica Heesen and Lina Jasmontaite and Gloria Gonz{\'{a}}lez Fuster and Alexander Boden and Britta Hofmann and Anna Stachowicz and Michal Choras and Rafal Kozik and Kees Boersma and Martina Comes and Nicole F{\"{o}}ger}, editor = {Kees Boersma and Brian M. Tomaszewski}, title = {The Is-IT-ethical? Responsible Research and Innovation for Disaster Risk Management}, booktitle = {Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, Rochester, NY, USA, May 20-23, 2018}, publisher = {{ISCRAM} Association}, year = {2018}, url = {http://idl.iscram.org/files/monikabuscher/2018/1553\_MonikaBuscher\_etal2018.pdf}, timestamp = {Thu, 10 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iscram/BuscherEAK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/igpl/KozikCH17, author = {Rafal Kozik and Michal Choras and Witold Holubowicz}, title = {Packets tokenization methods for web layer cyber security}, journal = {Log. J. {IGPL}}, volume = {25}, number = {1}, pages = {103--113}, year = {2017}, url = {https://doi.org/10.1093/jigpal/jzw044}, doi = {10.1093/JIGPAL/JZW044}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/igpl/KozikCH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jocs/FiccoCK17, author = {Massimo Ficco and Michal Choras and Rafal Kozik}, title = {Simulation platform for cyber-security and vulnerability analysis of critical infrastructures}, journal = {J. Comput. Sci.}, volume = {22}, pages = {179--186}, year = {2017}, url = {https://doi.org/10.1016/j.jocs.2017.03.025}, doi = {10.1016/J.JOCS.2017.03.025}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jocs/FiccoCK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/scn/KozikC17, author = {Rafal Kozik and Michal Choras}, title = {Pattern Extraction Algorithm for NetFlow-Based Botnet Activities Detection}, journal = {Secur. Commun. Networks}, volume = {2017}, pages = {6047053:1--6047053:10}, year = {2017}, url = {https://doi.org/10.1155/2017/6047053}, doi = {10.1155/2017/6047053}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/scn/KozikC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisim/KozikMC17, author = {Rafal Kozik and Robert Mlodzikowski and Michal Choras}, editor = {Khalid Saeed and Wladyslaw Homenda and Rituparna Chaki}, title = {Netflow-Based Malware Detection and Data Visualisation System}, booktitle = {Computer Information Systems and Industrial Management - 16th {IFIP} {TC8} International Conference, {CISIM} 2017, Bialystok, Poland, June 16-18, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10244}, pages = {652--660}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-59105-6\_56}, doi = {10.1007/978-3-319-59105-6\_56}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cisim/KozikMC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cores/WojciechowskaCK17, author = {Agata Wojciechowska and Michal Choras and Rafal Kozik}, editor = {Marek Kurzynski and Michal Wozniak and Robert Burduk}, title = {Recent Advances in Image Pre-processing Methods for Palmprint Biometrics}, booktitle = {Proceedings of the 10th International Conference on Computer Recognition Systems {CORES} 2017, Polanica Zdroj, Poland, 22-24 May 2017}, series = {Advances in Intelligent Systems and Computing}, volume = {578}, pages = {268--275}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-59162-9\_28}, doi = {10.1007/978-3-319-59162-9\_28}, timestamp = {Thu, 23 Sep 2021 11:48:02 +0200}, biburl = {https://dblp.org/rec/conf/cores/WojciechowskaCK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icic/ChorasKRH17, author = {Michal Choras and Rafal Kozik and Rafal Renk and Witold Holubowicz}, editor = {De{-}Shuang Huang and Abir Hussain and Kyungsook Han and M. Michael Gromiha}, title = {The Concept of Applying Lifelong Learning Paradigm to Cybersecurity}, booktitle = {Intelligent Computing Methodologies - 13th International Conference, {ICIC} 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {10363}, pages = {663--671}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-63315-2\_58}, doi = {10.1007/978-3-319-63315-2\_58}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icic/ChorasKRH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/WojciechowskaCK17, author = {Agata Wojciechowska and Michal Choras and Rafal Kozik}, editor = {Michal Choras and Ryszard S. Choras}, title = {Evaluation of the Pre-processing Methods in Image-Based Palmprint Biometrics}, booktitle = {Image Processing and Communications Challenges 9 - 9th International Conference, IP{\&}C'2017 Bydgoszcz, Poland, September 2017, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {681}, pages = {43--48}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-68720-9\_6}, doi = {10.1007/978-3-319-68720-9\_6}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/WojciechowskaCK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/KozikMC17, author = {Rafal Kozik and Joanna Morzynska and Michal Choras}, editor = {Michal Choras and Ryszard S. Choras}, title = {Running Sports Decision Aid Tool Based on Reinforcement Learning Approach}, booktitle = {Image Processing and Communications Challenges 9 - 9th International Conference, IP{\&}C'2017 Bydgoszcz, Poland, September 2017, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {681}, pages = {160--169}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-68720-9\_19}, doi = {10.1007/978-3-319-68720-9\_19}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/KozikMC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ithings/Kozik17, author = {Rafal Kozik}, editor = {Yulei Wu and Geyong Min and Nektarios Georgalas and Ahmed Al{-}Dubi and Xiaolong Jin and Laurence T. Yang and Jianhua Ma and Po Yang}, title = {Distributed System for Botnet Traffic Analysis and Anomaly Detection}, booktitle = {2017 {IEEE} International Conference on Internet of Things (iThings) and {IEEE} Green Computing and Communications (GreenCom) and {IEEE} Cyber, Physical and Social Computing (CPSCom) and {IEEE} Smart Data (SmartData), Exeter, United Kingdom, June 21-23, 2017}, pages = {330--335}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2017.55}, doi = {10.1109/ITHINGS-GREENCOM-CPSCOM-SMARTDATA.2017.55}, timestamp = {Thu, 01 Feb 2024 20:40:31 +0100}, biburl = {https://dblp.org/rec/conf/ithings/Kozik17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/igpl/AndrysiakSCK16, author = {Tomasz Andrysiak and Lukasz Saganowski and Michal Choras and Rafal Kozik}, title = {Proposal and comparison of network anomaly detection based on long-memory statistical models}, journal = {Log. J. {IGPL}}, volume = {24}, number = {6}, pages = {944--956}, year = {2016}, url = {https://doi.org/10.1093/jigpal/jzw051}, doi = {10.1093/JIGPAL/JZW051}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/igpl/AndrysiakSCK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/scn/KozikCH16, author = {Rafal Kozik and Michal Choras and Witold Holubowicz}, title = {Evolutionary-based packets classification for anomaly detection in web layer}, journal = {Secur. Commun. Networks}, volume = {9}, number = {15}, pages = {2901--2910}, year = {2016}, url = {https://doi.org/10.1002/sec.1549}, doi = {10.1002/SEC.1549}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/scn/KozikCH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/scn/SaganowskiAKC16, author = {Lukasz Saganowski and Tomasz Andrysiak and Rafal Kozik and Michal Choras}, title = {DWT-based anomaly detection method for cyber security of wireless sensor networks}, journal = {Secur. Commun. Networks}, volume = {9}, number = {15}, pages = {2911--2922}, year = {2016}, url = {https://doi.org/10.1002/sec.1550}, doi = {10.1002/SEC.1550}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/scn/SaganowskiAKC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisim/KozikCRH16, author = {Rafal Kozik and Michal Choras and Rafal Renk and Witold Holubowicz}, editor = {Khalid Saeed and Wladyslaw Homenda}, title = {Cyber Security of the Application Layer of Mission Critical Industrial Systems}, booktitle = {Computer Information Systems and Industrial Management - 15th {IFIP} {TC8} International Conference, {CISIM} 2016, Vilnius, Lithuania, September 14-16, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9842}, pages = {342--351}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-45378-1\_31}, doi = {10.1007/978-3-319-45378-1\_31}, timestamp = {Tue, 12 Sep 2023 07:57:22 +0200}, biburl = {https://dblp.org/rec/conf/cisim/KozikCRH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hais/KozikC16, author = {Rafal Kozik and Michal Choras}, editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and Alicia Troncoso and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {Solution to Data Imbalance Problem in Application Layer Anomaly Detection Systems}, booktitle = {Hybrid Artificial Intelligent Systems - 11th International Conference, {HAIS} 2016, Seville, Spain, April 18-20, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9648}, pages = {441--450}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-32034-2\_37}, doi = {10.1007/978-3-319-32034-2\_37}, timestamp = {Fri, 27 Mar 2020 08:52:04 +0100}, biburl = {https://dblp.org/rec/conf/hais/KozikC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/KozikCHR16, author = {Rafal Kozik and Michal Choras and Witold Holubowicz and Rafal Renk}, editor = {Ryszard S. Choras}, title = {Extreme Learning Machines for Web Layer Anomaly Detection}, booktitle = {Image Processing and Communications Challenges 8 - 8th International Conference, IP{\&}C 2016, Bydgoszcz, Poland, September 2016, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {525}, pages = {226--233}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47274-4\_27}, doi = {10.1007/978-3-319-47274-4\_27}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/KozikCHR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/softcomp/KozikC16, author = {Rafal Kozik and Michal Choras}, editor = {Manuel Gra{\~{n}}a and Jos{\'{e}} Manuel L{\'{o}}pez{-}Guede and Oier Etxaniz and {\'{A}}lvaro Herrero and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {The {HTTP} Content Segmentation Method Combined with AdaBoost Classifier for Web-Layer Anomaly Detection System}, booktitle = {International Joint Conference SOCO'16-CISIS'16-ICEUTE'16 - San Sebasti{\'{a}}n, Spain, October 19th-21st, 2016, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {527}, pages = {555--563}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47364-2\_54}, doi = {10.1007/978-3-319-47364-2\_54}, timestamp = {Mon, 05 Feb 2024 20:29:16 +0100}, biburl = {https://dblp.org/rec/conf/softcomp/KozikC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/igpl/ChorasK15, author = {Michal Choras and Rafal Kozik}, title = {Machine learning techniques applied to detect cyber attacks on web applications}, journal = {Log. J. {IGPL}}, volume = {23}, number = {1}, pages = {45--56}, year = {2015}, url = {https://doi.org/10.1093/jigpal/jzu038}, doi = {10.1093/JIGPAL/JZU038}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/igpl/ChorasK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jaihc/KozikCFTRR15, author = {Rafal Kozik and Michal Choras and Adam Flizikowski and Marianthi Theocharidou and Vittorio Rosato and Erich Rome}, title = {Advanced services for critical infrastructures protection}, journal = {J. Ambient Intell. Humaniz. Comput.}, volume = {6}, number = {6}, pages = {783--795}, year = {2015}, url = {https://doi.org/10.1007/s12652-015-0283-x}, doi = {10.1007/S12652-015-0283-X}, timestamp = {Mon, 10 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jaihc/KozikCFTRR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/3pgcic/KozikC15, author = {Rafal Kozik and Michal Choras}, editor = {Fatos Xhafa and Leonard Barolli and Fabrizio Messina and Marek R. Ogiela}, title = {Adapting an Ensemble of One-Class Classifiers for a Web-Layer Anomaly Detection System}, booktitle = {10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015, Krakow, Poland, November 4-6, 2015}, pages = {724--729}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/3PGCIC.2015.88}, doi = {10.1109/3PGCIC.2015.88}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/3pgcic/KozikC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/ChorasKBYCMEJ15, author = {Michal Choras and Rafal Kozik and Maria Pilar Torres Bruna and Artsiom Yautsiukhin and Andrew Churchill and Iwona Maciejewska and Irene Eguinoa and Adel Jomni}, title = {Comprehensive Approach to Increase Cyber Security and Resilience}, booktitle = {10th International Conference on Availability, Reliability and Security, {ARES} 2015, Toulouse, France, August 24-27, 2015}, pages = {686--692}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ARES.2015.30}, doi = {10.1109/ARES.2015.30}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/IEEEares/ChorasKBYCMEJ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisis-spain/KozikCRH15, author = {Rafal Kozik and Michal Choras and Rafal Renk and Witold Holubowicz}, editor = {{\'{A}}lvaro Herrero and Bruno Baruque and Javier Sedano and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {Patterns Extraction Method for Anomaly Detection in {HTTP} Traffic}, booktitle = {International Joint Conference - CISIS'15 and ICEUTE'15, 8th International Conference on Computational Intelligence in Security for Information Systems / 6th International Conference on EUropean Transnational Education, Burgos, Spain, 15-17 June, 2015}, series = {Advances in Intelligent Systems and Computing}, volume = {369}, pages = {227--236}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-19713-5\_20}, doi = {10.1007/978-3-319-19713-5\_20}, timestamp = {Fri, 12 Aug 2022 13:44:54 +0200}, biburl = {https://dblp.org/rec/conf/cisis-spain/KozikCRH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisis-spain/ChorasKRH15, author = {Michal Choras and Rafal Kozik and Rafal Renk and Witold Holubowicz}, editor = {{\'{A}}lvaro Herrero and Bruno Baruque and Javier Sedano and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {A Practical Framework and Guidelines to Enhance Cyber Security and Privacy}, booktitle = {International Joint Conference - CISIS'15 and ICEUTE'15, 8th International Conference on Computational Intelligence in Security for Information Systems / 6th International Conference on EUropean Transnational Education, Burgos, Spain, 15-17 June, 2015}, series = {Advances in Intelligent Systems and Computing}, volume = {369}, pages = {485--495}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-19713-5\_42}, doi = {10.1007/978-3-319-19713-5\_42}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cisis-spain/ChorasKRH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cores/KozikCRH15, author = {Rafal Kozik and Michal Choras and Rafal Renk and Witold Holubowicz}, editor = {Robert Burduk and Konrad Jackowski and Marek Kurzynski and Michal Wozniak and Andrzej Zolnierek}, title = {Semi-unsupervised Machine Learning for Anomaly Detection in {HTTP} Traffic}, booktitle = {Proceedings of the 9th International Conference on Computer Recognition Systems {CORES} 2015, Wroclaw, Poland, 25-27 May 2015}, series = {Advances in Intelligent Systems and Computing}, volume = {403}, pages = {767--775}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-26227-7\_72}, doi = {10.1007/978-3-319-26227-7\_72}, timestamp = {Thu, 23 Sep 2021 11:48:02 +0200}, biburl = {https://dblp.org/rec/conf/cores/KozikCRH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/KozikC15, author = {Rafal Kozik and Michal Choras}, editor = {Ryszard S. Choras}, title = {Local Statistic Embedding for Malware Behaviour Modelling}, booktitle = {Image Processing and Communications Challenges 7 - 7th International Conference, IP{\&}C 2015, Bydgoszcz, Poland, September 9-11, 2015, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {389}, pages = {267--273}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23814-2\_30}, doi = {10.1007/978-3-319-23814-2\_30}, timestamp = {Thu, 14 Oct 2021 09:59:24 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/KozikC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/sci/KozikC15, author = {Rafal Kozik and Michal Choras}, editor = {Dariusz Barbucha and Ngoc Thanh Nguyen and John Batubara}, title = {Finger Knuckle Print Identification with Hierarchical Model of Local Gradient Features}, booktitle = {New Trends in Intelligent Information and Database Systems}, series = {Studies in Computational Intelligence}, volume = {598}, pages = {73--80}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-16211-9\_8}, doi = {10.1007/978-3-319-16211-9\_8}, timestamp = {Thu, 16 Mar 2023 20:00:38 +0100}, biburl = {https://dblp.org/rec/series/sci/KozikC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisim/KozikCRH14, author = {Rafal Kozik and Michal Choras and Rafal Renk and Witold Holubowicz}, editor = {Khalid Saeed and V{\'{a}}clav Sn{\'{a}}sel}, title = {A Proposal of Algorithm for Web Applications Cyber Attack Detection}, booktitle = {Computer Information Systems and Industrial Management - 13th {IFIP} {TC8} International Conference, {CISIM} 2014, Ho Chi Minh City, Vietnam, November 5-7, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8838}, pages = {680--687}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-45237-0\_61}, doi = {10.1007/978-3-662-45237-0\_61}, timestamp = {Sun, 02 Jun 2019 21:27:58 +0200}, biburl = {https://dblp.org/rec/conf/cisim/KozikCRH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/KozikCH14, author = {Rafal Kozik and Michal Choras and Witold Holubowicz}, editor = {Ryszard S. Choras}, title = {Hardening Web Applications against {SQL} Injection Attacks Using Anomaly Detection Approach}, booktitle = {Image Processing and Communications Challenges 6 - 6th International Conference, IP{\&}C 2014, Bydgoszcz, Poland, September 10-12, 2014, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {313}, pages = {285--292}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-10662-5\_35}, doi = {10.1007/978-3-319-10662-5\_35}, timestamp = {Thu, 14 Oct 2021 09:59:25 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/KozikCH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/softcomp/KozikCRH14, author = {Rafal Kozik and Michal Choras and Rafal Renk and Witold Holubowicz}, editor = {Jos{\'{e}} Gaviria de la Puerta and Iv{\'{a}}n Garc{\'{\i}}a{-}Ferreira and Pablo Garc{\'{\i}}a Bringas and Fanny Klett and Ajith Abraham and Andr{\'{e}} C. P. L. F. de Carvalho and {\'{A}}lvaro Herrero and Bruno Baruque and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {Modelling {HTTP} Requests with Regular Expressions for Detection of Cyber Attacks Targeted at Web Applications}, booktitle = {International Joint Conference SOCO'14-CISIS'14-ICEUTE'14 - Bilbao, Spain, June 25th-27th, 2014, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {299}, pages = {527--535}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-07995-0\_52}, doi = {10.1007/978-3-319-07995-0\_52}, timestamp = {Fri, 12 Aug 2022 13:44:55 +0200}, biburl = {https://dblp.org/rec/conf/softcomp/KozikCRH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/softcomp/AndrysiakSCK14, author = {Tomasz Andrysiak and Lukasz Saganowski and Michal Choras and Rafal Kozik}, editor = {Jos{\'{e}} Gaviria de la Puerta and Iv{\'{a}}n Garc{\'{\i}}a{-}Ferreira and Pablo Garc{\'{\i}}a Bringas and Fanny Klett and Ajith Abraham and Andr{\'{e}} C. P. L. F. de Carvalho and {\'{A}}lvaro Herrero and Bruno Baruque and H{\'{e}}ctor Quinti{\'{a}}n and Emilio Corchado}, title = {Network Traffic Prediction and Anomaly Detection Based on {ARFIMA} Model}, booktitle = {International Joint Conference SOCO'14-CISIS'14-ICEUTE'14 - Bilbao, Spain, June 25th-27th, 2014, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {299}, pages = {545--554}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-07995-0\_54}, doi = {10.1007/978-3-319-07995-0\_54}, timestamp = {Tue, 23 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/softcomp/AndrysiakSCK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChorasKRH14, author = {Michal Choras and Rafal Kozik and Rafal Renk and Witold Holubowicz}, title = {End-users needs and requirements for tools to support critical infrastructures protection}, journal = {CoRR}, volume = {abs/1404.7564}, year = {2014}, url = {http://arxiv.org/abs/1404.7564}, eprinttype = {arXiv}, eprint = {1404.7564}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChorasKRH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cores/ChorasK13, author = {Michal Choras and Rafal Kozik}, editor = {Robert Burduk and Konrad Jackowski and Marek Kurzynski and Michal Wozniak and Andrzej Zolnierek}, title = {Evaluation of Various Techniques for {SQL} Injection Attack Detection}, booktitle = {Proceedings of the 8th International Conference on Computer Recognition Systems {CORES} 2013, Milkow, Poland, 27-29 May 2013}, series = {Advances in Intelligent Systems and Computing}, volume = {226}, pages = {753--762}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-319-00969-8\_74}, doi = {10.1007/978-3-319-00969-8\_74}, timestamp = {Fri, 27 Dec 2019 21:25:23 +0100}, biburl = {https://dblp.org/rec/conf/cores/ChorasK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/Kozik13, author = {Rafal Kozik}, editor = {Ryszard S. Choras}, title = {A Simplified Visual Cortex Model for Efficient Image Codding and Object Recognition}, booktitle = {Image Processing and Communications Challenges 5 - 5th International Conference, IP{\&}C 2013, Bydgoszcz, Poland, September 2013, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {233}, pages = {271--278}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-319-01622-1\_32}, doi = {10.1007/978-3-319-01622-1\_32}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/Kozik13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/KozikC13, author = {Rafal Kozik and Michal Choras}, editor = {Ryszard S. Choras}, title = {Machine Learning Techniques for Cyber Attacks Detection}, booktitle = {Image Processing and Communications Challenges 5 - 5th International Conference, IP{\&}C 2013, Bydgoszcz, Poland, September 2013, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {233}, pages = {391--398}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-319-01622-1\_44}, doi = {10.1007/978-3-319-01622-1\_44}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/KozikC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/paa/ChorasK12, author = {Michal Choras and Rafal Kozik}, title = {Contactless palmprint and knuckle biometrics for mobile devices}, journal = {Pattern Anal. Appl.}, volume = {15}, number = {1}, pages = {73--85}, year = {2012}, url = {https://doi.org/10.1007/s10044-011-0248-4}, doi = {10.1007/S10044-011-0248-4}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/paa/ChorasK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/MarchewkaK12, author = {Adam Marchewka and Rafal Kozik}, editor = {Ryszard S. Choras}, title = {Computer Vision Method for Detecting Adult-Oriented Content in Images}, booktitle = {Image Processing and Communications Challenges 4 - 4th International Conference, IP{\&}C 2012, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {184}, pages = {19--24}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-32384-3\_3}, doi = {10.1007/978-3-642-32384-3\_3}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/MarchewkaK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/ChorasMPKS12, author = {Michal Choras and Marco Manso and Damian Puchalski and Rafal Kozik and Krzysztof Samp}, editor = {Ryszard S. Choras}, title = {Online Social Networks: Emerging Security and Safety Applications}, booktitle = {Image Processing and Communications Challenges 4 - 4th International Conference, IP{\&}C 2012, Proceedings}, series = {Advances in Intelligent Systems and Computing}, volume = {184}, pages = {291--302}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-32384-3\_35}, doi = {10.1007/978-3-642-32384-3\_35}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ip-c/ChorasMPKS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/softcomp/ChorasKPH12, author = {Michal Choras and Rafal Kozik and Damian Puchalski and Witold Holubowicz}, editor = {{\'{A}}lvaro Herrero and V{\'{a}}clav Sn{\'{a}}sel and Ajith Abraham and Ivan Zelinka and Bruno Baruque and H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and Javier Sedano and Emilio Corchado}, title = {Correlation Approach for {SQL} Injection Attacks Detection}, booktitle = {International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, Ostrava, Czech Republic, September 5th-7th, 2012}, series = {Advances in Intelligent Systems and Computing}, volume = {189}, pages = {177--185}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33018-6\_18}, doi = {10.1007/978-3-642-33018-6\_18}, timestamp = {Fri, 12 Aug 2022 13:44:55 +0200}, biburl = {https://dblp.org/rec/conf/softcomp/ChorasKPH12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/softcomp/ChorasKRH12, author = {Michal Choras and Rafal Kozik and Rafal Renk and Witold Holubowicz}, editor = {{\'{A}}lvaro Herrero and V{\'{a}}clav Sn{\'{a}}sel and Ajith Abraham and Ivan Zelinka and Bruno Baruque and H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and Javier Sedano and Emilio Corchado}, title = {Information Exchange Mechanism between Federated Domains: {P2P} Approach}, booktitle = {International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, Ostrava, Czech Republic, September 5th-7th, 2012}, series = {Advances in Intelligent Systems and Computing}, volume = {189}, pages = {187--196}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33018-6\_19}, doi = {10.1007/978-3-642-33018-6\_19}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/softcomp/ChorasKRH12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisim/ChorasK11, author = {Michal Choras and Rafal Kozik}, editor = {Nabendu Chaki and Agostino Cortesi}, title = {Network Event Correlation and Semantic Reasoning for Federated Networks Protection System}, booktitle = {Computer Information Systems - Analysis and Technologies - 10th International Conference, {CISIM} 2011, Kolkata, India, December 14-16, 2011. Proceedings}, series = {Communications in Computer and Information Science}, volume = {245}, pages = {48--54}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-27245-5\_8}, doi = {10.1007/978-3-642-27245-5\_8}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cisim/ChorasK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisim/ChorasK11a, author = {Michal Choras and Rafal Kozik}, editor = {Nabendu Chaki and Agostino Cortesi}, title = {Fast Feature Extractors for Palmprint Biometrics}, booktitle = {Computer Information Systems - Analysis and Technologies - 10th International Conference, {CISIM} 2011, Kolkata, India, December 14-16, 2011. Proceedings}, series = {Communications in Computer and Information Science}, volume = {245}, pages = {121--127}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-27245-5\_16}, doi = {10.1007/978-3-642-27245-5\_16}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cisim/ChorasK11a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmmi/Kozik11, author = {Rafal Kozik}, editor = {Tadeusz Czach{\'{o}}rski and Stanislaw Kozielski and Urszula Stanczyk}, title = {Rapid Threat Detection for Stereovision Mobility Aid System}, booktitle = {Man-Machine Interactions 2, Proceedings of the 2nd International Conference on Man-Machine Interactions, {ICMMI} 2011, The Beskids, Poland, October 6-9, 2011}, series = {Advances in Intelligent and Soft Computing}, volume = {103}, pages = {115--123}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23169-8\_13}, doi = {10.1007/978-3-642-23169-8\_13}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmmi/Kozik11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/Kozik11, author = {Rafal Kozik}, editor = {Ryszard S. Choras}, title = {Improving Depth Map Quality with Markov Random Fields}, booktitle = {Image Processing and Communications Challenges 3 - 3rd International Conference, IP{\&}C 2011, Proceedings}, series = {Advances in Intelligent and Soft Computing}, volume = {102}, pages = {149--156}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23154-4\_17}, doi = {10.1007/978-3-642-23154-4\_17}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/Kozik11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/ChorasDIJKMW11, author = {Michal Choras and Salvatore D'Antonio and Giulio Iannello and Andreas Jedlitschka and Rafal Kozik and Klaus Miesenberger and Adam Woloszczuk}, editor = {Ryszard S. Choras}, title = {Innovative Man Machine Interfaces and Solutions to Support Totally Blind People}, booktitle = {Image Processing and Communications Challenges 3 - 3rd International Conference, IP{\&}C 2011, Proceedings}, series = {Advances in Intelligent and Soft Computing}, volume = {102}, pages = {437--444}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23154-4\_48}, doi = {10.1007/978-3-642-23154-4\_48}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ip-c/ChorasDIJKMW11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/servicewave/ChorasKPBH11, author = {Michal Choras and Rafal Kozik and Rafal Piotrowski and Juliusz Brzostek and Witold Holubowicz}, editor = {Witold Abramowicz and Ignacio Mart{\'{\i}}n Llorente and Mike Surridge and Andrea Zisman and Julien Vayssi{\`{e}}re}, title = {Network Events Correlation for Federated Networks Protection System}, booktitle = {Towards a Service-Based Internet - 4th European Conference, ServiceWave 2011, Poznan, Poland, October 26-28, 2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6994}, pages = {100--111}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-24755-2\_9}, doi = {10.1007/978-3-642-24755-2\_9}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/servicewave/ChorasKPBH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/asc/ChorasK11, author = {Michal Choras and Rafal Kozik}, editor = {Robert Burduk and Marek Kurzynski and Michal Wozniak and Andrzej Zolnierek}, title = {Knuckle Recognition for Human Identification}, booktitle = {Computer Recognition Systems 4}, series = {Advances in Intelligent and Soft Computing}, volume = {95}, pages = {61--70}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-20320-6\_7}, doi = {10.1007/978-3-642-20320-6\_7}, timestamp = {Thu, 07 Nov 2019 15:14:22 +0100}, biburl = {https://dblp.org/rec/series/asc/ChorasK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/asc/Kozik11, author = {Rafal Kozik}, editor = {Robert Burduk and Marek Kurzynski and Michal Wozniak and Andrzej Zolnierek}, title = {Stereovision System for Visually Impaired}, booktitle = {Computer Recognition Systems 4}, series = {Advances in Intelligent and Soft Computing}, volume = {95}, pages = {459--468}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-20320-6\_48}, doi = {10.1007/978-3-642-20320-6\_48}, timestamp = {Thu, 07 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/asc/Kozik11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccvg/ChorasFKH10, author = {Michal Choras and Adam Flizikowski and Rafal Kozik and Witold Holubowicz}, editor = {Leonard Bolc and Ryszard Tadeusiewicz and Leszek J. Chmielewski and Konrad W. Wojciechowski}, title = {Image Recognition Techniques Applied to Automated and Objective QoE Assessment of Mobile {WWW} Services}, booktitle = {Computer Vision and Graphics - International Conference, {ICCVG} 2010, Warsaw, Poland, September 20-22, 2010, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6374}, pages = {275--282}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15910-7\_31}, doi = {10.1007/978-3-642-15910-7\_31}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccvg/ChorasFKH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icic/ChorasK10, author = {Michal Choras and Rafal Kozik}, editor = {De{-}Shuang Huang and T. Martin McGinnity and Laurent Heutte and Xiao{-}Ping (Steven) Zhang}, title = {Feature Extraction Method for Contactless Palmprint Biometrics}, booktitle = {Advanced Intelligent Computing Theories and Applications - 6th International Conference on Intelligent Computing, {ICIC} 2010, Changsha, China, August 18-21, 2010. Proceedings}, series = {Communications in Computer and Information Science}, volume = {93}, pages = {435--442}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-14831-6\_57}, doi = {10.1007/978-3-642-14831-6\_57}, timestamp = {Thu, 12 Dec 2019 16:43:34 +0100}, biburl = {https://dblp.org/rec/conf/icic/ChorasK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieaaie/ChorasKFH10, author = {Michal Choras and Rafal Kozik and Adam Flizikowski and Witold Holubowicz}, editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and Francisco Herrera and Colin Fyfe and Jos{\'{e}} Manuel Ben{\'{\i}}tez and Moonis Ali}, title = {Ontology Applied in Decision Support System for Critical Infrastructures Protection}, booktitle = {Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6096}, pages = {671--680}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-13022-9\_67}, doi = {10.1007/978-3-642-13022-9\_67}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ieaaie/ChorasKFH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/ChorasK10, author = {Michal Choras and Rafal Kozik}, editor = {Ryszard S. Choras}, title = {Knuckle Biometrics for Human Identification}, booktitle = {Image Processing and Communications Challenges 2 - 2nd International Conference, IP{\&}C 2010, Proceedings}, series = {Advances in Intelligent and Soft Computing}, volume = {84}, pages = {91--98}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-16295-4\_10}, doi = {10.1007/978-3-642-16295-4\_10}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/ChorasK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ip-c/Kozik10, author = {Rafal Kozik}, editor = {Ryszard S. Choras}, title = {{SMAS} - Stereovision Mobility Aid System for People with a Vision Impairment}, booktitle = {Image Processing and Communications Challenges 2 - 2nd International Conference, IP{\&}C 2010, Proceedings}, series = {Advances in Intelligent and Soft Computing}, volume = {84}, pages = {315--322}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-16295-4\_36}, doi = {10.1007/978-3-642-16295-4\_36}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ip-c/Kozik10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mobilight/KozikCH10, author = {Rafal Kozik and Michal Choras and Witold Holubowicz}, editor = {Periklis Chatzimisios and Christos V. Verikoukis and Ignacio Santamar{\'{\i}}a and Massimiliano Laddomada and Oliver Hoffmann}, title = {Fusion of Bayesian and Ontology Approach Applied to Decision Support System for Critical Infrastructures Protection}, booktitle = {Mobile Lightweight Wireless Systems - Second International {ICST} Conference, {MOBILIGHT} 2010, Barcelona, Spain, May 10-12, 2010, Revised Selected Papers}, series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering}, volume = {45}, pages = {451--463}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-16644-0\_39}, doi = {10.1007/978-3-642-16644-0\_39}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mobilight/KozikCH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webist/ChorasdKH10, author = {Michal Choras and Salvatore D'Antonio and Rafal Kozik and Witold Holubowicz}, editor = {Joaquim Filipe and Jos{\'{e}} Cordeiro}, title = {Intersection Approach to Vulnerability Handling}, booktitle = {{WEBIST} 2010, Proceedings of the 6th International Conference on Web Information Systems and Technologies, Volume 1, Valencia, Spain, April 7-10, 2010}, pages = {171--174}, publisher = {{INSTICC} Press}, year = {2010}, timestamp = {Fri, 09 Jan 2015 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/webist/ChorasdKH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/broadcom/FlizikowskiKGPH09, author = {Adam Flizikowski and Rafal Kozik and Henryk Gierszal and Marcin Przybyszewski and Witold Holubowicz}, editor = {Tomasz Janiczek and Ryszard Klempous and Jan Nikodem and Ryszard J. Zielinski and Johnson I. Agbinya and Robin Braun and Zenon Chaczko}, title = {WiMAX system level simulation platform based on ns-2 and {DSP} integration}, booktitle = {Selected Papers on Broadband Communication, Information Technology {\&} Biomedical Applications, BroadBandCom 2009, Proceedings, Wroc{\l}aw, Poland, July 15-18, 2009}, pages = {99--104}, publisher = {Wroc{\l}aw University of Technology}, year = {2009}, timestamp = {Tue, 18 Apr 2023 16:23:03 +0200}, biburl = {https://dblp.org/rec/conf/broadcom/FlizikowskiKGPH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/critis/ChorasFKH09, author = {Michal Choras and Adam Flizikowski and Rafal Kozik and Witold Holubowicz}, editor = {Erich Rome and Robin E. Bloomfield}, title = {Decision Aid Tool and Ontology-Based Reasoning for Critical Infrastructure Vulnerabilities and Threats Analysis}, booktitle = {Critical Information Infrastructures Security, 4th International Workshop, {CRITIS} 2009, Bonn, Germany, September 30 - October 2, 2009. Revised Papers}, series = {Lecture Notes in Computer Science}, volume = {6027}, pages = {98--110}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-14379-3\_9}, doi = {10.1007/978-3-642-14379-3\_9}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/critis/ChorasFKH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icic/ChorasKFRH09, author = {Michal Choras and Rafal Kozik and Adam Flizikowski and Rafal Renk and Witold Holubowicz}, editor = {De{-}Shuang Huang and Kang{-}Hyun Jo and Hong{-}Hee Lee and Hee{-}Jun Kang and Vitoantonio Bevilacqua}, title = {Ontology-Based Decision Support for Security Management in Heterogeneous Networks}, booktitle = {Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 5th International Conference on Intelligent Computing, {ICIC} 2009, Ulsan, South Korea, September 16-19, 2009, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5755}, pages = {920--927}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-04020-7\_99}, doi = {10.1007/978-3-642-04020-7\_99}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icic/ChorasKFRH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icumt/FlizikowskiKMP09, author = {Adam Flizikowski and Rafal Kozik and Mateusz Majewski and Marcin Przybyszewski}, title = {Evaluation of guard channel admission control schemes for {IEEE} 802.16 with integrated nb-LDPC codes}, booktitle = {Proceedings of the International Conference on Ultra Modern Telecommunications, {ICUMT} 2009, 12-14 October 2009, St. Petersburg, Russia}, pages = {1--8}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ICUMT.2009.5345468}, doi = {10.1109/ICUMT.2009.5345468}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icumt/FlizikowskiKMP09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipccc/FlizikowskiKMP09, author = {Adam Flizikowski and Rafal Kozik and Mateusz Majewski and Marcin Przybyszewski}, title = {Performance comparison of guard channel admission control schemes for {IEEE} 802.16 system with various turbo code {FEC} schemes}, booktitle = {28th International Performance Computing and Communications Conference, {IPCCC} 2009, 14-16 December 2009, Phoenix, Arizona, {USA}}, pages = {360--365}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/PCCC.2009.5403853}, doi = {10.1109/PCCC.2009.5403853}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ipccc/FlizikowskiKMP09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/asc/Kozik09, author = {Rafal Kozik}, editor = {Marek Kurzynski and Michal Wozniak}, title = {Head Rotation Estimation Algorithm for Hand-Free Computer Interaction}, booktitle = {Computer Recognition Systems 3}, series = {Advances in Intelligent and Soft Computing}, volume = {57}, pages = {535--541}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-540-93905-4\_63}, doi = {10.1007/978-3-540-93905-4\_63}, timestamp = {Thu, 07 Nov 2019 15:14:22 +0100}, biburl = {https://dblp.org/rec/series/asc/Kozik09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/asc/ChorasSRKH09, author = {Michal Choras and Lukasz Saganowski and Rafal Renk and Rafal Kozik and Witold Holubowicz}, editor = {Marek Kurzynski and Michal Wozniak}, title = {Recognizing Anomalies/Intrusions in Heterogeneous Networks}, booktitle = {Computer Recognition Systems 3}, series = {Advances in Intelligent and Soft Computing}, volume = {57}, pages = {577--584}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-540-93905-4\_67}, doi = {10.1007/978-3-540-93905-4\_67}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/asc/ChorasSRKH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisim/KozikZC08, author = {Rafal Kozik and Aleksandra Zelek and Michal Choras}, editor = {V{\'{a}}clav Sn{\'{a}}sel and Ajith Abraham and Khalid Saeed and Jaroslav Pokorn{\'{y}}}, title = {Palmprint Recognition Enhanced by the Shape Features}, booktitle = {7th International Conference on Computer Information Systems and Industrial Management Applications, {CISIM} 2008, Ostrava, Czech Republic, June 26-28, 2008}, pages = {214--215}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/CISIM.2008.42}, doi = {10.1109/CISIM.2008.42}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cisim/KozikZC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isda/ChorasKZ08, author = {Michal Choras and Rafal Kozik and Aleksandra Zelek}, editor = {Jeng{-}Shyang Pan and Ajith Abraham and Chin{-}Chen Chang}, title = {A Novel Shape-Texture Approach to Palmprint Detection and Identification}, booktitle = {Eighth International Conference on Intelligent Systems Design and Applications, {ISDA} 2008, 26-28 November 2008, Kaohsiung, Taiwan, 3 Volumes}, pages = {638--643}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ISDA.2008.221}, doi = {10.1109/ISDA.2008.221}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isda/ChorasKZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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