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Igor Santos

Igor Santos-Grueiro

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affiliation: University of Deusto, Bilbao, Spain

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Journal Articles

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2024
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Oscar Llorente-Vazquez, Igor Santos-Grueiro, Iker Pastor-López, Pablo García Bringas:
Detection, exploitation and mitigation of memory errors. Log. J. IGPL 32(2): 281-292 (2024)
2023
[j23]
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Oscar Llorente-Vazquez, Igor Santos-Grueiro, Pablo García Bringas:
When Memory Corruption Met Concurrency: Vulnerabilities in Concurrent Programs. IEEE Access 11: 44725-44740 (2023)
2022
[j22]
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Nadia Nedjah, Igor Santos, Luiza de Macedo Mourelle:
Sentiment analysis using convolutional neural network via word embeddings. Evol. Intell. 15(4): 2295-2319 (2022)
2019
[j21]
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Pablo García Bringas, Igor Santos, Enrique Onieva, Eneko Osaba, Héctor Quintián, Emilio Corchado:
Special issue HAIS 2015: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems. Neurocomputing 326-327: 69-70 (2019)
2017
[j20]
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Iskander Sánchez-Rola, Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas:
The web is watching you: A comprehensive review of web-tracking techniques and countermeasures. Log. J. IGPL 25(1): 18-29 (2017)
[j19]
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Pablo García Bringas, Igor Santos-Grueiro, Enrique Onieva, Eneko Osaba, Héctor Quintián, Emilio Corchado:
Editorial: Special Issue HAIS15-IGPL. Log. J. IGPL 25(6): 859-861 (2017)
2016
[j18]
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Patxi Galán-García, José Gaviria de la Puerta, Carlos Laorden Gómez, Igor Santos, Pablo García Bringas:
Supervised machine learning for the detection of troll profiles in twitter social network: application to a real case of cyberbullying. Log. J. IGPL 24(1): 42-53 (2016)
[j17]
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Iván García-Ferreira, Carlos Laorden, Igor Santos, Pablo García Bringas:
Static analysis: a brief survey. Log. J. IGPL 24(6): 871-882 (2016)
[j16]
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Jorge de-la-Peña-Sordo, Iker Pastor-López, Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas:
Anomaly-based user comments detection in social news websites using troll user comments as normality representation. Log. J. IGPL 24(6): 883-898 (2016)
[j15]
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Tiago A. Almeida, Tiago P. Silva, Igor Santos, José María Gómez Hidalgo:
Text normalization and semantic indexing to enhance Instant Messaging and SMS spam filtering. Knowl. Based Syst. 108: 25-32 (2016)
2015
[j14]
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Carlos Laorden, Patxi Galán-García, Igor Santos, Borja Sanz, Javier Nieves, Pablo García Bringas, José María Gómez Hidalgo:
Negobot: Detecting paedophile activity with a conversational agent based on game theory. Log. J. IGPL 23(1): 17-30 (2015)
2014
[j13]
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Xabier Ugarte-Pedrero, Igor Santos, Iván García-Ferreira, Sergio Huerta, Borja Sanz, Pablo García Bringas:
On the adoption of anomaly detection for packed executable filtering. Comput. Secur. 43: 126-144 (2014)
[j12]
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Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Javier Nieves, Pablo García Bringas:
Study on the effectiveness of anomaly detection for spam filtering. Inf. Sci. 277: 421-444 (2014)
[j11]
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Aitor Santamaría-Ibirika, Xabier Cantero, Mikel Salazar, Jaime Devesa, Igor Santos, Sergio Huerta, Pablo García Bringas:
Procedural approach to volumetric terrain generation. Vis. Comput. 30(9): 997-1007 (2014)
2013
[j10]
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Igor Santos, Xabier Ugarte-Pedrero, Felix Brezo, Pablo García Bringas, José María Gómez Hidalgo:
NOA: An Information Retrieval Based Malware Detection System. Comput. Informatics 32(1): 145-174 (2013)
[j9]
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Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Javier Nieves, Pablo García Bringas, Gonzalo Álvarez Marañón:
Mama: manifest Analysis for Malware Detection in Android. Cybern. Syst. 44(6-7): 469-488 (2013)
[j8]
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Xabier Ugarte-Pedrero, Igor Santos, Carlos Laorden, Borja Sanz, Pablo García Bringas:
Collective Classification for Packed Executable Identification. Comput. Syst. Sci. Eng. 28(1) (2013)
[j7]
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Carlos Laorden, Borja Sanz, Igor Santos, Patxi Galán-García, Pablo García Bringas:
Collective classification for spam filtering. Log. J. IGPL 21(4): 540-548 (2013)
[j6]
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Igor Santos, Carlos Laorden, Borja Sanz, Pablo García Bringas:
Reversing the effects of tokenisation attacks against content-based spam filters. Int. J. Secur. Networks 8(2): 106-116 (2013)
[j5]
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Igor Santos, Felix Brezo, Xabier Ugarte-Pedrero, Pablo García Bringas:
Opcode sequences as representation of executables for data-mining-based unknown malware detection. Inf. Sci. 231: 64-82 (2013)
2012
[j4]
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Carlos Laorden, Igor Santos, Borja Sanz, Gonzalo Álvarez Marañón, Pablo García Bringas:
Word sense disambiguation for spam filtering. Electron. Commer. Res. Appl. 11(3): 290-298 (2012)
[j3]
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Igor Santos, Carlos Laorden, Borja Sanz, Pablo García Bringas:
Enhanced Topic-based Vector Space Model for semantics-aware spam filtering. Expert Syst. Appl. 39(1): 437-444 (2012)
[j2]
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Igor Santos, Jorge de-la-Peña-Sordo, Iker Pastor-López, Patxi Galán-García, Pablo García Bringas:
Automatic categorisation of comments in social news websites. Expert Syst. Appl. 39(18): 13417-13425 (2012)
2011
[j1]
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Igor Santos, Felix Brezo, Borja Sanz, Carlos Laorden, Pablo García Bringas:
Using opcode sequences in single-class learning to detect unknown malware. IET Inf. Secur. 5(4): 220-227 (2011)

Conference and Workshop Papers

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2021
[c64]
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Oscar Llorente-Vazquez, Igor Santos, Iker Pastor-López, Pablo García Bringas:
The Neverending Story: Memory Corruption 30 Years Later. CISIS-ICEUTE 2021: 136-145
2020
[c63]
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Iskander Sánchez-Rola, Davide Balzarotti, Christopher Kruegel, Giovanni Vigna, Igor Santos:
Dirty Clicks: A Study of the Usability and Security Implications of Click-related Behaviors on the Web. WWW 2020: 395-406
2019
[c62]
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Iskander Sánchez-Rola, Davide Balzarotti, Igor Santos:
BakingTimer: privacy analysis of server-side request processing time. ACSAC 2019: 478-488
[c61]
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Iskander Sánchez-Rola, Matteo Dell'Amico, Platon Kotzias, Davide Balzarotti, Leyla Bilge, Pierre-Antoine Vervier, Igor Santos:
Can I Opt Out Yet?: GDPR and the Global Illusion of Cookie Control. AsiaCCS 2019: 340-351
2018
[c60]
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Iskander Sánchez-Rola, Igor Santos, Davide Balzarotti:
Clock Around the Clock: Time-Based Device Fingerprinting. CCS 2018: 1502-1514
[c59]
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Iskander Sánchez-Rola, Igor Santos:
Knockin' on Trackers' Door: Large-Scale Automatic Analysis of Web Tracking. DIMVA 2018: 281-302
2017
[c58]
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Igor Santos, Nadia Nedjah, Luiza de Macedo Mourelle:
Sentiment analysis using convolutional neural network with fastText embeddings. LA-CCI 2017: 1-5
[c57]
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Iskander Sánchez-Rola, Igor Santos, Davide Balzarotti:
Extension Breakdown: Security Analysis of Browsers Extension Resources Control Policies. USENIX Security Symposium 2017: 679-694
[c56]
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Iskander Sánchez-Rola, Davide Balzarotti, Igor Santos:
The Onions Have Eyes: A Comprehensive Structure and Privacy Analysis of Tor Hidden Services. WWW 2017: 1251-1260
2016
[c55]
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Xabier Ugarte-Pedrero, Davide Balzarotti, Igor Santos, Pablo García Bringas:
RAMBO: Run-Time Packer Analysis with Multiple Branch Observation. DIMVA 2016: 186-206
[c54]
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  - conf/ict/AndroulidakisHV16
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Iosif Androulidakis, Sergio Huerta, Vasileios Vlachos, Igor Santos:
Epidemic model for malware targeting telephony networks. ICT 2016: 1-5
[c53]
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  - conf/softcomp/Diez-FrancoS16
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Irene Díez-Franco, Igor Santos:
Feel Me Flow: A Review of Control-Flow Integrity Methods for User and Kernel Space. SOCO-CISIS-ICEUTE 2016: 477-486
[c52]
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Irene Díez-Franco, Igor Santos:
Data Is Flowing in the Wind: A Review of Data-Flow Integrity Methods to Overcome Non-Control-Data Attacks. SOCO-CISIS-ICEUTE 2016: 536-544
2015
[c51]
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José Gaviria de la Puerta, Borja Sanz, Igor Santos-Grueiro, Pablo García Bringas:
The Evolution of Permission as Feature for Android Malware Detection. CISIS-ICEUTE 2015: 389-400
[c50]
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Iskander Sánchez-Rola, Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas:
Tracking Users Like There is No Tomorrow: Privacy on the Current Internet. CISIS-ICEUTE 2015: 473-483
[c49]
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José Gaviria de la Puerta, Borja Sanz, Igor Santos, Pablo García Bringas:
Using Dalvik Opcodes for Malware Detection on Android. HAIS 2015: 416-426
[c48]
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Xabier Ugarte-Pedrero, Davide Balzarotti, Igor Santos, Pablo García Bringas:
SoK: Deep Packer Inspection: A Longitudinal Study of the Complexity of Run-Time Packers. IEEE Symposium on Security and Privacy 2015: 659-673
2014
[c47]
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Aitor Santamaría-Ibirika, Xabier Cantero, Sergio Huerta, Igor Santos, Pablo García Bringas:
Procedural Playable Cave Systems Based on Voronoi Diagram and Delaunay Triangulation. CW 2014: 15-22
[c46]
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Iván García-Ferreira, Carlos Laorden, Igor Santos, Pablo García Bringas:
A Survey on Static Analysis and Model Checking. SOCO-CISIS-ICEUTE 2014: 443-452
[c45]
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Jorge de-la-Peña-Sordo, Iker Pastor-López, Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas:
Anomalous User Comment Detection in Social News Websites. SOCO-CISIS-ICEUTE 2014: 517-526
[c44]
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Igor Santos, Patxi Galán-García, Carlos Laorden Gómez, Javier Nieves, Borja Sanz, Pablo García Bringas, José María Gómez Hidalgo:
An Empirical Study on Word Sense Disambiguation for Adult Content Filtering. SOCO-CISIS-ICEUTE 2014: 537-544
2013
[c43]
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Igor Santos, Carlos Laorden, Borja Sanz, Pablo García Bringas:
JURD: Joiner of Un-Readable Documents to reverse tokenization attacks to content-based spam filters. CCNC 2013: 259-264
[c42]
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  - conf/nss/SanzSNLAB13
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Borja Sanz, Igor Santos, Javier Nieves, Carlos Laorden, Iñigo Alonso-Gonzalez, Pablo García Bringas:
MADS: Malicious Android Applications Detection through String Analysis. NSS 2013: 178-191
[c41]
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Jorge de-la-Peña-Sordo, Igor Santos, Iker Pastor-López, Pablo García Bringas:
Filtering Trolling Comments through Collective Classification. NSS 2013: 707-713
[c40]
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  - conf/secrypt/SanzSULNB13
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Borja Sanz, Igor Santos, Xabier Ugarte-Pedrero, Carlos Laorden, Javier Nieves, Pablo García Bringas:
Instance-based Anomaly Method for Android Malware Detection. SECRYPT 2013: 387-394
[c39]
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Iker Pastor-López, Igor Santos, Jorge de-la-Peña-Sordo, Iván García-Ferreira, Asier G. Zabala, Pablo García Bringas:
Enhanced Image Segmentation Using Quality Threshold Clustering for Surface Defect Categorisation in High Precision Automotive Castings. SOCO-CISIS-ICEUTE 2013: 191-200
[c38]
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Patxi Galán-García, José Gaviria de la Puerta, Carlos Laorden Gómez, Igor Santos, Pablo García Bringas:
Supervised Machine Learning for the Detection of Troll Profiles in Twitter Social Network: Application to a Real Case of Cyberbullying. SOCO-CISIS-ICEUTE 2013: 419-428
[c37]
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Igor Santos, Igor Miñambres-Marcos, Carlos Laorden, Patxi Galán-García, Aitor Santamaría-Ibirika, Pablo García Bringas:
Twitter Content-Based Spam Filtering. SOCO-CISIS-ICEUTE 2013: 449-458
[c36]
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Borja Sanz, Igor Santos, Xabier Ugarte-Pedrero, Carlos Laorden, Javier Nieves, Pablo García Bringas:
Anomaly Detection Using String Analysis for Android Malware Detection. SOCO-CISIS-ICEUTE 2013: 469-478
[c35]
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Jorge de-la-Peña-Sordo, Igor Santos, Iker Pastor-López, Pablo García Bringas:
Social News Website Moderation through Semi-supervised Troll User Filtering. SOCO-CISIS-ICEUTE 2013: 577-587
2012
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Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Pablo García Bringas:
On the automatic categorisation of android applications. CCNC 2012: 149-153
[c33]
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Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Carlos Laorden, Pablo García Bringas:
Countering entropy measure attacks on packed software detection. CCNC 2012: 164-168
[c32]
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Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Javier Nieves, Pablo García Bringas:
On the study of anomaly-based spam filtering using spam as representation of normality. CCNC 2012: 693-695
[c31]
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Felix Brezo, José Gaviria de la Puerta, Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas, David Barroso:
Supervised classification of packets coming from a HTTP botnet. CLEI 2012: 1-8
[c30]
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Javier Nieves, Igor Santos, Pablo García Bringas:
Combination of Machine-Learning Algorithms for Fault Prediction in High-Precision Foundries. DEXA (2) 2012: 56-70
[c29]
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Felix Brezo, José Gaviria de la Puerta, Igor Santos, David Barroso, Pablo García Bringas:
C&C Techniques in Botnet Development. CISIS/ICEUTE/SOCO Special Sessions 2012: 97-108
[c28]
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Carlos Laorden, Patxi Galán-García, Igor Santos, Borja Sanz, José María Gómez Hidalgo, Pablo García Bringas:
Negobot: A Conversational Agent Based on Game Theory for the Detection of Paedophile Behaviour. CISIS/ICEUTE/SOCO Special Sessions 2012: 261-270
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Igor Santos, Jaime Devesa, Felix Brezo, Javier Nieves, Pablo García Bringas:
OPEM: A Static-Dynamic Approach for Machine-Learning-Based Malware Detection. CISIS/ICEUTE/SOCO Special Sessions 2012: 271-280
[c26]
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Igor Santos, Patxi Galán-García, Aitor Santamaría-Ibirika, Borja Alonso-Isla, Iker Alabau-Sarasola, Pablo García Bringas:
Adult Content Filtering through Compression-Based Text Classification. CISIS/ICEUTE/SOCO Special Sessions 2012: 281-288
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Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Pablo García Bringas, Gonzalo Álvarez Marañón:
PUMA: Permission Usage to Detect Malware in Android. CISIS/ICEUTE/SOCO Special Sessions 2012: 289-298
2011
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Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Pablo García Bringas:
Enhancing scalability in anomaly-based email spam filtering. CEAS 2011: 13-22
[c23]
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Igor Santos, Xabier Ugarte-Pedrero, Borja Sanz, Carlos Laorden, Pablo García Bringas:
Collective classification for packed executable identification. CEAS 2011: 23-30
[c22]
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Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas:
Boosting Scalability in Anomaly-Based Packed Executable Filtering. Inscrypt 2011: 24-43
[c21]
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Carlos Laorden, Borja Sanz, Igor Santos, Patxi Galán-García, Pablo García Bringas:
Collective Classification for Spam Filtering. CISIS 2011: 1-8
[c20]
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Igor Santos, Borja Sanz, Carlos Laorden, Felix Brezo, Pablo García Bringas:
Opcode-Sequence-Based Semi-supervised Unknown Malware Detection. CISIS 2011: 50-57
[c19]
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Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas:
Structural Feature Based Anomaly Detection for Packed Executable Identification. CISIS 2011: 230-237
[c18]
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Igor Santos, Javier Nieves, Pablo García Bringas:
Semi-supervised Learning for Unknown Malware Detection. DCAI 2011: 415-422
[c17]
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Igor Santos, Javier Nieves, Xabier Ugarte-Pedrero, Pablo García Bringas:
Anomaly Detection for the Prediction of Ultimate Tensile Strength in Iron Casting Production. DEXA (2) 2011: 519-526
[c16]
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Felix Brezo, Igor Santos, Pablo García Bringas, José Luis del Val:
Challenges and Limitations in Current Botnet Detection. DEXA Workshops 2011: 95-101
[c15]
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Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Borja Sanz, Pablo García Bringas:
Spam Filtering through Anomaly Detection. ICETE (Selected Papers) 2011: 203-216
[c14]
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Lorea Lorenzo, Osane Lizarralde, Igor Santos, Alexandre Passant:
Structuring E-Brainstorming to Better Support Innovation Processes. Social Innovation and Social Media 2011
[c13]
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Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas, Mikel Gastesi, José Miguel Esparza:
Semi-supervised learning for packed executable detection. NSS 2011: 342-346
[c12]
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Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Borja Sanz, Pablo García Bringas:
Anomaly-based Spam Filtering. SECRYPT 2011: 5-14
[c11]
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Igor Santos, Carlos Laorden, Pablo García Bringas:
Collective Classification for Unknown Malware Detection. SECRYPT 2011: 251-256
2010
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Juan López-de-Uralde, Iraide Ruiz, Igor Santos, Agustín Zubillaga, Pablo García Bringas, Ana Okariz, Teresa Guraya:
Automatic Morphological Categorisation of Carbon Black Nano-aggregates. DEXA (2) 2010: 185-193
[c9]
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Javier Nieves, Igor Santos, Yoseba K. Penya, Felix Brezo, Pablo García Bringas:
Enhanced Foundry Production Control. DEXA (1) 2010: 213-220
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Igor Santos, Felix Brezo, Javier Nieves, Yoseba K. Penya, Borja Sanz, Carlos Laorden, Pablo García Bringas:
Idea: Opcode-Sequence-Based Malware Detection. ESSoS 2010: 35-43
[c7]
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Jaime Devesa, Igor Santos, Xabier Cantero, Yoseba K. Penya, Pablo García Bringas:
Automatic Behaviour-based Analysis and Classification System for Malware Detection. ICEIS (2) 2010: 395-399
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José María Gómez Hidalgo, Jose Miguel Martin-Abreu, Javier Nieves, Igor Santos, Felix Brezo, Pablo García Bringas:
Data Leak Prevention through Named Entity Recognition. SocialCom/PASSAT 2010: 1129-1134
2009
[c5]
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Igor Santos, Yoseba K. Penya, Jaime Devesa, Pablo García Bringas:
N-grams-based File Signatures for Malware Detection. ICEIS (2) 2009: 317-320
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Javier Nieves, Igor Santos, Yoseba K. Penya, Sendoa Rojas, Mikel Salazar, Pablo García Bringas:
Mechanical properties prediction in high-precision foundry production. INDIN 2009: 31-36
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Igor Santos, Javier Nieves, Yoseba K. Penya, Pablo García Bringas:
Optimising Machine-Learning-Based Fault Prediction in Foundry Production. IWANN (2) 2009: 554-561
2008
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Igor Santos, Leire Bastida Merino, Stefan Schuster:
Tutorial 4: Adopting SOA. ICCBSS 2008: 12
[c1]
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Gorka Benguria, Igor Santos:
SME Maturity, Requirement for Interoperability. IESA 2008: 29-40

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2015
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Enrique Onieva, Igor Santos, Eneko Osaba, Héctor Quintián, Emilio Corchado:
Hybrid Artificial Intelligent Systems - 10th International Conference, HAIS 2015, Bilbao, Spain, June 22-24, 2015, Proceedings. Lecture Notes in Computer Science 9121, Springer 2015, ISBN 978-3-319-19643-5 [contents]

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2023
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Alberto Fernández de Retana, Igor Santos-Grueiro:
Keep your Identity Small: Privacy-preserving Client-side Fingerprinting. CoRR abs/2309.07563 (2023)
2022
[i1]
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Timothy L. Kline, Felipe Kitamura, Ian Pan, Amine M. Korchi, Neil A. Tenenholtz, Linda Moy, Judy Wawira Gichoya, Igor Santos, Steven Blumer, Misha Ysabel Hwang, Kim-Ann Git, Abishek Shroff, Elad Walach, George Shih, Steve Langer:
Best Practices and Scoring System on Reviewing A.I. based Medical Imaging Papers: Part 1 Classification. CoRR abs/2202.01863 (2022)

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