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2020 – today
- 2023
[j48]Pan Huang, Xiaoli Zhou, Peng He, Peng Feng, Sukun Tian, Yuchun Sun, Francesco Mercaldo, Antonella Santone, Jing Qin, Hualiang Xiao:
Interpretable laryngeal tumor grading of histopathological images via depth domain adaptive network with integration gradient CAM and priori experience-guided attention. Comput. Biol. Medicine 154: 106447 (2023)- [j47]Fabio Martinelli, Francesco Mercaldo
, Antonella Santone:
Water Meter Reading for Smart Grid Monitoring. Sensors 23(1): 75 (2023) - [j46]Pan Huang, Peng He, Sukun Tian, Mingrui Ma, Peng Feng, Hualiang Xiao, Francesco Mercaldo, Antonella Santone, Jing Qin:
A ViT-AMC Network With Adaptive Model Fusion and Multiobjective Optimization for Interpretable Laryngeal Tumor Grading From Histopathological Images. IEEE Trans. Medical Imaging 42(1): 15-28 (2023) - 2022
- [j45]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
A novel methodology for head and neck carcinoma treatment stage detection by means of model checking. Artif. Intell. Medicine 127: 102263 (2022) - [j44]Giulia Varriano, Pasquale Guerriero, Antonella Santone, Francesco Mercaldo, Luca Brunese:
Explainability of radiomics through formal methods. Comput. Methods Programs Biomed. 220: 106824 (2022) - [j43]Saru Kumari, Arun Kumar Sangaiah, Ankit Chaudhary, Jin Wang, Francesco Mercaldo:
Smart sensors in vehicular communication networks: Principles, algorithms, systems and applications. Int. J. Commun. Syst. 35(12) (2022) - [j42]Pan Huang, Xiaoheng Tan, Xiaoli Zhou, Shuxian Liu, Francesco Mercaldo, Antonella Santone:
FABNet: Fusion Attention Block and Transfer Learning for Laryngeal Cancer Tumor Grading in P63 IHC Histopathology Images. IEEE J. Biomed. Health Informatics 26(4): 1696-1707 (2022) - [j41]Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone:
Driver Identification Through Formal Methods. IEEE Trans. Intell. Transp. Syst. 23(6): 5625-5637 (2022) - [j40]Francesco Mercaldo, Antonella Santone:
Formal Equivalence Checking for Mobile Malware Detection and Family Classification. IEEE Trans. Software Eng. 48(7): 2643-2657 (2022) - [j39]Rosangela Casolare, Giovanni Lacava, Fabio Martinelli, Francesco Mercaldo, Marco Russodivito, Antonella Santone:
2Faces: a new model of malware based on dynamic compiling and reflection. J. Comput. Virol. Hacking Tech. 18(3): 215-230 (2022) - [c155]Giovanni Ciaramella, Giacomo Iadarola, Francesco Mercaldo, Marco Storto, Antonella Santone, Fabio Martinelli:
Introducing Quantum Computing in Mobile Malware Detection. ARES 2022: 88:1-88:8 - [c154]Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Fabrizio Ravelli, Antonella Santone:
Explainable Deep Learning for Alzheimer Disease Classification and Localisation. AII 2022: 129-143 - [c153]Francesco Mercaldo, Xiaoli Zhou, Pan Huang, Fabio Martinelli, Antonella Santone:
Machine Learning for Uterine Cervix Screening. BIBE 2022: 71-74 - [c152]Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification. BIBE 2022: 75-78 - [c151]Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Blood Cells Counting and Localisation through Deep Learning Object Detection. Big Data 2022: 4400-4409 - [c150]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Smart Grid monitoring through Deep Learning for Image-based Automatic Dial Meter Reading. Big Data 2022: 4534-4542 - [c149]Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning: A Proposal. Big Data 2022: 6628-6630 - [c148]Giuseppe Crincoli, Giacomo Iadarola, Piera Elena La Rocca, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Vulnerable Smart Contract Detection by Means of Model Checking. BSCI 2022: 3-10 - [c147]Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Emotion Recognition from Facial Expression using Explainable Deep Learning. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-6 - [c146]Luca Brunese, Francesco Mercaldo, Antonella Santone:
Automatic Gleason Score Diagnosis with Fuzzy Classification and Radiomic Features. FUZZ-IEEE 2022: 1-7 - [c145]Marcello Di Giammarco, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Explainable Deep Learning Methodologies for Biomedical Images Classification. ICDCS 2022: 1262-1264 - [c144]Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Designing Robust Deep Learning Classifiers for Image-based Malware Analysis. ICDCS 2022: 1265-1267 - [c143]Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Vinod P.:
On the Influence of Image Settings in Deep Learning-based Malware Detection. ICISSP 2022: 669-676 - [c142]Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Retinopathy Diagnosis and Localisation by means of Class Activation Mapping. IJCNN 2022: 1-8 - [c141]Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tommasone:
On the Resilience of Shallow Machine Learning Classification in Image-based Malware Detection. KES 2022: 145-157 - [c140]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Method for Intrusion Detection in Smart Grid. KES 2022: 327-334 - [c139]Giovanni Lacava, Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Pizzi:
Drone Audio recognition based on Machine Learning Techniques. KES 2022: 848-857 - [c138]Marcello Di Giammarco, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
High Grade Brain Cancer Segmentation by means of Deep Learning. KES 2022: 1633-1640 - [c137]Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Model Checking-based Approach to Malicious Family Detection in iOS Environment. KES 2022: 1981-1991 - [c136]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Timed Automata Networks for SCADA Attacks Real-Time Mitigation. KES-IDT 2022: 549-559 - [c135]Giuseppe Crincoli, Fabiana Fierro, Giacomo Iadarola, Piera Elena La Rocca, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Method for Road Accident Prevention in Smart Cities based on Deep Reinforcement Learning. SECRYPT 2022: 513-518 - [c134]Francesco Mercaldo, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Ranieri, Antonella Santone:
A Real-time Method for CAN Bus Intrusion Detection by Means of Supervised Machine Learning. SECRYPT 2022: 534-539 - [i3]Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo:
Fighting Cybercrime by Introducing Trustworthiness and Interpretability in Deep Learning Malware Detection. ERCIM News 2022(129): 0 (2022) - 2021
- [j38]Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Towards an interpretable deep learning model for mobile malware detection and family identification. Comput. Secur. 105: 102198 (2021) - [j37]Francesco Mercaldo, Antonella Santone:
Transfer learning for mobile real-time face mask detection and localization. J. Am. Medical Informatics Assoc. 28(7): 1548-1554 (2021) - [j36]Rosangela Casolare, Carlo De Dominicis, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Dynamic Mobile Malware Detection through System Call-based Image representation. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 12(1): 44-63 (2021) - [j35]Flora Amato, Luigi Coppolino, Francesco Mercaldo, Francesco Moscato, Roberto Nardone, Antonella Santone:
CAN-Bus Attack Detection With Deep Learning. IEEE Trans. Intell. Transp. Syst. 22(8): 5081-5090 (2021) - [j34]Francesco Mercaldo, Antonella Santone:
Audio signal processing for Android malware detection and family identification. J. Comput. Virol. Hacking Tech. 17(2): 139-152 (2021) - [j33]Francesco Mercaldo:
A framework for supporting ransomware detection and prevention based on hybrid analysis. J. Comput. Virol. Hacking Tech. 17(3): 221-227 (2021) - [c133]Rosangela Casolare, Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
SteælErgon: A Framework for Injecting Colluding Malicious Payload in Android Applications. ARES 2021: 51:1-51:7 - [c132]Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli:
A Methodology based on Formal Methods for Thermal Ablation Area Detection. BIOINFORMATICS 2021: 191-194 - [c131]Oliver Eigner, Sebastian Eresheim, Peter Kieseberg, Lukas Daniel Klausner, Martin Pirker, Torsten Priebe, Simon Tjoa, Fiammetta Marulli, Francesco Mercaldo:
Towards Resilient Artificial Intelligence: Survey and Research Issues. CSR 2021: 536-542 - [c130]Federico Errica, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Alessio Micheli:
Robust Malware Classification via Deep Graph Networks on Call Graph Topologies. ESANN 2021 - [c129]Anandaram S., Ashik Mathew, Jyothish A., Vinod P., Francesco Mercaldo:
Hide and Seek Game: A Machine Learning Approach for Detecting Malicious Samples in Analysis Environment. IC3 2021: 349-354 - [c128]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Framework for Supporting Ransomware Detection and Prevention Based on Hybrid Analysis. ICCSA (3) 2021: 16-27 - [c127]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Neural-Network-Based Framework for Supporting Driver Classification and Analysis. ICCSA (3) 2021: 28-39 - [c126]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Machine-Learning-Based Framework for Supporting Malware Detection and Analysis. ICCSA (3) 2021: 353-365 - [c125]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Colluding Covert Channel for Malicious Information Exfiltration in Android Environment. ICISSP 2021: 811-818 - [c124]Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli:
Thermal Ablation Treatment Detection by means of Machine Learning. IJCNN 2021: 1-6 - [c123]Giacomo Iadarola, Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Christian Peluso, Antonella Santone:
A Semi-Automated Explainability-Driven Approach for Malware Analysis through Deep Learning. IJCNN 2021: 1-8 - [c122]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
A Proposal to Ensure Social Distancing with Deep Learning-based Object Detection. IJCNN 2021: 1-5 - [c121]Federico Gerardi, Giacomo Iadarola, Fabio Martinelli, Antonella Santone, Francesco Mercaldo:
Perturbation of Image-based Malware Detection with Smali level morphing techniques. ISPA/BDCloud/SocialCom/SustainCom 2021: 1651-1656 - [c120]Tiziano Marinaro, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Detecting Call Indirection Obfuscation through Equivalence Checking in Android environment. KES 2021: 1659-1669 - [c119]Eric Filiol, Francesco Mercaldo, Antonella Santone:
A Method for Automatic Penetration Testing and Mitigation: A Red Hat Approach. KES 2021: 2039-2046 - [c118]Rosangela Casolare, Umberto Di Giacomo, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Android Collusion Detection by means of Audio Signal Analysis with Machine Learning techniques. KES 2021: 2340-2346 - [c117]Umberto Di Giacomo, Rosangela Casolare, Oliver Eigner, Fabio Martinelli, Francesco Mercaldo, Torsten Priebe, Antonella Santone:
Exploiting Supervised Machine Learning for Driver Detection in a Real-World Environment. KES 2021: 2440-2449 - [c116]Ijas Ah, Vinod P., Akka Zemmari, Harikrishnan D, Godvin Poulose, Don Jose, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Vulnerability Evaluation of Android Malware Detectors against Adversarial Examples. KES 2021: 3320-3331 - [c115]Xuan Sun, Luqun Li, Francesco Mercaldo, Yichen Yang, Antonella Santone, Fabio Martinelli:
Automated Intention Mining with Comparatively Fine-tuning BERT. NLPIR 2021: 157-162 - [c114]Rosangela Casolare, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Mobile Family Detection through Audio Signals Classification. SECRYPT 2021: 479-486 - [i2]Oliver Eigner, Sebastian Eresheim, Peter Kieseberg, Lukas Daniel Klausner, Martin Pirker, Torsten Priebe, Simon Tjoa, Fiammetta Marulli, Francesco Mercaldo:
Towards Resilient Artificial Intelligence: Survey and Research Issues. CoRR abs/2109.08904 (2021) - 2020
- [j32]Fabio Martinelli, Francesco Mercaldo, Albina Orlando, Vittoria Nardone, Antonella Santone, Arun Kumar Sangaiah:
Human behavior characterization for driving style recognition in vehicle system. Comput. Electr. Eng. 83: 102504 (2020) - [j31]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
An ensemble learning approach for brain cancer detection exploiting radiomic features. Comput. Methods Programs Biomed. 185: 105134 (2020) - [j30]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays. Comput. Methods Programs Biomed. 196: 105608 (2020) - [j29]Mario G. C. A. Cimino, Nicoletta De Francesco, Francesco Mercaldo, Antonella Santone, Gigliola Vaglini:
Model checking for malicious family detection and phylogenetic analysis in mobile environment. Comput. Secur. 90: 101691 (2020) - [j28]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Timed Automata for Mobile Ransomware Detection. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 79 (2020) - [j27]Arun Kumar Sangaiah, Ankit Chaudhary, Chun-Wei Tsai, Jin Wang, Francesco Mercaldo:
Cognitive computing for big data systems over internet of things for enterprise information systems. Enterp. Inf. Syst. 14(9-10): 1233-1237 (2020) - [j26]Domenico Raucci, Antonella Santone, Francesco Mercaldo, Tomasz Dyczkowski:
BPM perspectives to support ICSs: Exploiting the integration of formal verifications into investment service provision processes. Ind. Manag. Data Syst. 120(7): 1383-1400 (2020) - [j25]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Android Collusion: Detecting Malicious Applications Inter-Communication through SharedPreferences. Inf. 11(6): 304 (2020) - [j24]Andrea De Lorenzo, Fabio Martinelli, Eric Medvet, Francesco Mercaldo, Antonella Santone:
Visualizing the outcome of dynamic analysis of Android malware with VizMal. J. Inf. Secur. Appl. 50 (2020) - [j23]Philipp Kreimel, Oliver Eigner, Francesco Mercaldo, Antonella Santone, Paul Tavolato:
Anomaly detection in substation networks. J. Inf. Secur. Appl. 54: 102527 (2020) - [j22]Antonio La Marra, Fabio Martinelli, Francesco Mercaldo, Andrea Saracino, Mina Sheikhalishahi:
D-BRIDEMAID: A Distributed Framework for Collaborative and Dynamic Analysis of Android Malware. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 11(3): 1-28 (2020) - [j21]Longquan Jiang, Xuan Sun, Francesco Mercaldo, Antonella Santone:
DECAB-LSTM: Deep Contextualized Attentional Bidirectional LSTM for cancer hallmark classification. Knowl. Based Syst. 210: 106486 (2020) - [j20]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Radiomics for Gleason Score Detection through Deep Learning. Sensors 20(18): 5411 (2020) - [j19]Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Gigliola Vaglini:
Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation. Simul. Model. Pract. Theory 105: 102169 (2020) - [j18]Francesco Mercaldo, Antonella Santone:
Deep learning for image-based mobile malware detection. J. Comput. Virol. Hacking Tech. 16(2): 157-171 (2020) - [c113]Rosangela Casolare, Carlo De Dominicis, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
VisualDroid: automatic triage and detection of Android repackaged applications. ARES 2020: 50:1-50:7 - [c112]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone:
Colluding Android Apps Detection via Model Checking. AINA Workshops 2020: 776-786 - [c111]Lelio Campanile, Mauro Iacono, Fabio Martinelli, Fiammetta Marulli, Michele Mastroianni, Francesco Mercaldo, Antonella Santone:
Towards the Use of Generative Adversarial Neural Networks to Attack Online Resources. AINA Workshops 2020: 890-901 - [c110]Fabio Martinelli, Francesco Mercaldo, Domenico Raucci, Antonella Santone:
Predicting Probability of Default Under IFRS 9 Through Data Mining Techniques. AINA Workshops 2020: 959-969 - [c109]Giuseppe Crincoli, Tiziano Marinaro, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Code Reordering Obfuscation Technique Detection by Means of Weak Bisimulation. AINA 2020: 1368-1382 - [c108]Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Android Run-time Permission Exploitation User Awareness by Means of Formal Methods. ICISSP 2020: 804-814 - [c107]Madalina G. Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Accidental Sensitive Data Leaks Prevention via Formal Verification. ICISSP 2020: 825-834 - [c106]Fabio Martinelli, Francesco Mercaldo, Domenico Raucci, Antonella Santone:
Bank Credit Risk Management based on Data Mining Techniques. ICISSP 2020: 837-843 - [c105]Cinzia Bernardeschi, Andrea Domenici, Francesco Mercaldo, Antonella Santone:
Identify Potential Attacks from Simulated Log Analysis. IJCNN 2020: 1-6 - [c104]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Lung Cancer Detection and Characterisation through Genomic and Radiomic Biomarkers. IJCNN 2020: 1-8 - [c103]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Malicious Collusion Detection in Mobile Environment by means of Model Checking. IJCNN 2020: 1-6 - [c102]Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo, Stefano Marrone, Antonella Santone:
Enhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence. IJCNN 2020: 1-8 - [c101]Francesco Mercaldo, Antonella Santone, Francesco Tariello, Giuseppe Peter Vanoli:
Hourly Global Solar Radiation Reconstruction Applying Machine Learning. IJCNN 2020: 1-8 - [c100]Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Image-based Malware Family Detection: An Assessment between Feature Extraction and Classification Techniques. IoTBDS 2020: 499-506 - [c99]Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Evaluating Deep Learning Classification Reliability in Android Malware Family Detection. ISSRE Workshops 2020: 255-260 - [c98]Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Deep learning for heart disease detection through cardiac sounds. KES 2020: 2202-2211 - [c97]Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Machine learning for coronavirus covid-19 detection from chest x-rays. KES 2020: 2212-2221 - [c96]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Deep-Learning-Based Framework for Supporting Analysis and Detection of Attacks on CAN Buses. KES 2020: 2999-3008 - [c95]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Machine Learning for Driver Detection through CAN bus. VTC Spring 2020: 1-5
2010 – 2019
- 2019
- [j17]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Prostate Gleason Score Detection and Cancer Treatment Through Real-Time Formal Verification. IEEE Access 7: 186236-186246 (2019) - [j16]Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto:
On the effectiveness of system API-related information for Android ransomware detection. Comput. Secur. 86: 168-182 (2019) - [j15]Hanqi Zhang, Xi Xiao, Francesco Mercaldo, Shiguang Ni, Fabio Martinelli, Arun Kumar Sangaiah:
Classification of ransomware families with machine learning based on N-gram of opcodes. Future Gener. Comput. Syst. 90: 211-221 (2019) - [j14]Mario Luca Bernardi, Marta Cimitile, Damiano Distante, Fabio Martinelli, Francesco Mercaldo:
Dynamic malware detection and phylogeny analysis using process mining. Int. J. Inf. Sec. 18(3): 257-284 (2019) - [j13]Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Albina Orlando, Antonella Santone, Gigliola Vaglini:
Model Checking Based Approach for Compliance Checking. Inf. Technol. Control. 48(2): 278-298 (2019) - [j12]Xi Xiao, Shaofeng Zhang, Francesco Mercaldo, Guangwu Hu, Arun Kumar Sangaiah:
Android malware detection based on system call sequences and LSTM. Multim. Tools Appl. 78(4): 3979-3999 (2019) - [j11]Maria Francesca Carfora, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Albina Orlando, Antonella Santone, Gigliola Vaglini:
A "pay-how-you-drive" car insurance approach through cluster analysis. Soft Comput. 23(9): 2863-2875 (2019) - [j10]Arun Kumar Sangaiah, Hoang Pham, Mu-Yen Chen, Huimin Lu, Francesco Mercaldo:
Cognitive data science methods and models for engineering applications. Soft Comput. 23(19): 9045-9048 (2019) - [j9]Gerardo Canfora, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Corrado Aaron Visaggio:
LEILA: Formal Tool for Identifying Mobile Malicious Behaviour. IEEE Trans. Software Eng. 45(12): 1230-1252 (2019) - [c94]Giovanni Capobianco, Umberto Di Giacomo, Tommaso Di Tusa, Francesco Mercaldo, Antonella Santone:
A Methodology for Real-Time Data Verification exploiting Deep Learning and Model Checking. IEEE BigData 2019: 5995-5997 - [c93]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Model Checking based Proposal for Mobile Colluding Attack Detection. IEEE BigData 2019: 5998-6000 - [c92]Fabio Di Tommaso, Michele Guerra, Fabio Martinelli, Francesco Mercaldo, Massimo Piedimonte, Giovanni Rosa, Antonella Santone:
User Authentication through Keystroke Dynamics by means of Model Checking: A Proposal. IEEE BigData 2019: 6232-6234 - [c91]Madalina G. Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Data Life Cycle Modeling Proposal by Means of Formal Methods. AsiaCCS 2019: 670-672 - [c90]Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Investigating Mobile Applications Quality in Official and Third-party Marketplaces. ENASE 2019: 169-178 - [c89]Giovanni Capobianco, Umberto Di Giacomo, Francesco Mercaldo, Vittoria Nardone, Antonella Santone:
Can Machine Learning Predict Soccer Match Results? ICAART (2) 2019: 458-465 - [c88]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
An Innovative Framework for Supporting Social Network Polluting-content Detection and Analysis. ICEIS (2) 2019: 303-311 - [c87]Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone:
Spyware Detection using Temporal Logic. ICISSP 2019: 690-699 - [c86]Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Gigliola Vaglini:
Model Checking to Detect the Hummingbad Malware. IDC 2019: 485-494 - [c85]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
A machine-learning framework for supporting intelligent web-phishing detection and analysis. IDEAS 2019: 43:1-43:3 - [c84]Pasquale Avino, Francesco Mercaldo, Vittoria Nardone, Ivan Notardonato, Antonella Santone:
Machine Learning to Identify Gender via Hair Elements. IJCNN 2019: 1-7 - [c83]Mario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo:
Keystroke Analysis for User Identification using Deep Neural Networks. IJCNN 2019: 1-8 - [c82]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Neural Networks for Lung Cancer Detection through Radiomic Features. IJCNN 2019: 1-10 - [c81]