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ORCIDFabio Martinelli
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- affiliation: National Research Council, Italy
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2020 – today
- 2023
[j86]Francesco Mercaldo
, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
TriAD: A Deep Ensemble Network for Alzheimer Classification and Localization. IEEE Access 11: 91969-91980 (2023)- [j85]Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo:
A deep-learning approach to game bot identification via behavioural features analysis in complex massively-cooperative environments. Int. J. Data Min. Model. Manag. 15(1): 1-29 (2023) - [j84]Francesco Mercaldo, Marcello Di Giammarco, Arianna Apicella, Giacomo Iadarola, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks. Neural Comput. Appl. 35(23): 17429-17441 (2023) - [j83]Sandeep Gupta, Carsten Maple, Bruno Crispo, Kiran B. Raja, Artsiom Yautsiukhin, Fabio Martinelli:
A survey of human-computer interaction (HCI) & natural habits-based behavioural biometric modalities for user recognition schemes. Pattern Recognit. 139: 109453 (2023) - [j82]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Water Meter Reading for Smart Grid Monitoring. Sensors 23(1): 75 (2023) - [j81]Meng Li, Yifei Chen, Chhagan Lal, Mauro Conti, Fabio Martinelli, Mamoun Alazab:
Nereus: Anonymous and Secure Ride-Hailing Service Based on Private Smart Contracts. IEEE Trans. Dependable Secur. Comput. 20(4): 2849-2866 (2023) - [j80]Gianpiero Costantino, Marco De Vincenzi, Fabio Martinelli, Ilaria Matteucci:
A Privacy-Preserving Solution for Intelligent Transportation Systems: Private Driver DNA. IEEE Trans. Intell. Transp. Syst. 24(1): 258-273 (2023) - [c341]Francesco Mercaldo, Giovanni Ciaramella, Antonella Santone, Fabio Martinelli:
Obfuscated Mobile Malware Detection by Means of Dynamic Analysis and Explainable Deep Learning. ARES 2023: 79:1-79:10 - [c340]Marco De Vincenzi, Ilaria Matteucci, Fabio Martinelli, Stefano Sebastio:
Application of Secure Two-Party Computation in a Privacy-Preserving Android App. ARES 2023: 144:1-144:7 - [c339]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Driver Detection Method by Means of Explainable Deep Learning. CSR 2023: 54-59 - [c338]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
An Explainable Convolutional Neural Network for Dynamic Android Malware Detection. ICISSP 2023: 305-312 - [c337]Daniele Albanese, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Marco Russodivito, Antonella Santone:
StegWare: A Novel Malware Model Exploiting Payload Steganography and Dynamic Compilation. ICISSP 2023: 741-748 - [c336]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Exploring Quantum Machine Learning for Explainable Malware Detection. IJCNN 2023: 1-6 - [c335]Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Method for Robust and Explainable Image-Based Network Traffic Classification with Deep Learning. SECRYPT 2023: 385-393 - [c334]Gianpiero Costantino, Marco De Vincenzi, Fabio Martinelli, Ilaria Matteucci:
Electric Vehicle Security and Privacy: A Comparative Analysis of Charging Methods. VTC2023-Spring 2023: 1-7 - [i13]Daniele Albanese, Giuseppe Crincoli, Marco De Vincenzi, Giacomo Iadarola, Fabio Martinelli, Ilaria Matteucci, Paolo Mori:
Privacy-Preserving Data Sharing for Collaborative Analytics in Multi-Modal Transportation Systems. ERCIM News 2023(133) (2023) - 2022
- [j79]Giacomo Giorgi, Antonio La Marra, Fabio Martinelli, Paolo Mori, Athanasios Rizos, Andrea Saracino:
Exploiting If This Then That and Usage Control obligations for Smart Home security and management. Concurr. Comput. Pract. Exp. 34(16) (2022) - [j78]Mina Sheikhalishahi, Andrea Saracino, Fabio Martinelli, Antonio La Marra:
Privacy preserving data sharing and analysis for edge-based architectures. Int. J. Inf. Sec. 21(1): 79-101 (2022) - [j77]Sandeep Gupta, Kiran B. Raja, Fabio Martinelli, Bruno Crispo:
RiderAuth: A cancelable touch-signature based rider authentication scheme for driverless taxis. J. Inf. Secur. Appl. 71: 103357 (2022) - [j76]Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone:
Driver Identification Through Formal Methods. IEEE Trans. Intell. Transp. Syst. 23(6): 5625-5637 (2022) - [j75]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) - [c333]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 - [c332]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 - [c331]Francesco Mercaldo, Xiaoli Zhou, Pan Huang, Fabio Martinelli, Antonella Santone:
Machine Learning for Uterine Cervix Screening. BIBE 2022: 71-74 - [c330]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 - [c329]Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Blood Cells Counting and Localisation through Deep Learning Object Detection. IEEE Big Data 2022: 4400-4409 - [c328]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Smart Grid monitoring through Deep Learning for Image-based Automatic Dial Meter Reading. IEEE Big Data 2022: 4534-4542 - [c327]Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning: A Proposal. IEEE Big Data 2022: 6628-6630 - [c326]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 - [c325]Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Emotion Recognition from Facial Expression using Explainable Deep Learning. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-6 - [c324]Sébastien Dupont, Artsiom Yautsiukhin, Guillaume Ginis, Giacomo Iadarola, Stefano Fagnano, Fabio Martinelli, Christophe Ponsard, Axel Legay, Philippe Massonet:
Product Incremental Security Risk Assessment Using DevSecOps Practices. CyberICPS/SECPRE/SPOSE/CPS4CIP/CDT&SECOMAN/EIS/SecAssure@ESORICS 2022: 666-685 - [c323]Marcello Di Giammarco, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Explainable Deep Learning Methodologies for Biomedical Images Classification. ICDCS 2022: 1262-1264 - [c322]Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Designing Robust Deep Learning Classifiers for Image-based Malware Analysis. ICDCS 2022: 1265-1267 - [c321]Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Vinod P.:
On the Influence of Image Settings in Deep Learning-based Malware Detection. ICISSP 2022: 669-676 - [c320]Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tavone:
COVID-19 Detection from Cough Recording by means of Explainable Deep Learning. ICMLA 2022: 1702-1707 - [c319]Giovanni Ciaramella, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning. ICMLA 2022: 1791-1798 - [c318]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 - [c317]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 - [c316]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Method for Intrusion Detection in Smart Grid. KES 2022: 327-334 - [c315]Giovanni Lacava, Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Pizzi:
Drone Audio recognition based on Machine Learning Techniques. KES 2022: 848-857 - [c314]Marcello Di Giammarco, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
High Grade Brain Cancer Segmentation by means of Deep Learning. KES 2022: 1633-1640 - [c313]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 - [c312]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Timed Automata Networks for SCADA Attacks Real-Time Mitigation. KES-IDT 2022: 549-559 - [c311]Luca Degani, Francesco Bergadano, Seyed Ali Mirheidari, Fabio Martinelli, Bruno Crispo:
Generative adversarial networks for subdomain enumeration. SAC 2022: 1636-1645 - [c310]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 - [c309]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 - [c308]Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Assessing Deep Learning Predictions in Image-Based Malware Detection with Activation Maps. STM 2022: 104-114 - [i12]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
- [j74]Ganbayar Uuganbayar, Artsiom Yautsiukhin, Fabio Martinelli, Fabio Massacci:
Optimisation of cyber insurance coverage with selection of cost effective security controls. Comput. Secur. 101: 102121 (2021) - [j73]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) - [j72]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) - [j71]Giovanni Lacava, Angelica Marotta, Fabio Martinelli, Andrea Saracino, Antonio La Marra, Endika Gil-Uriarte, Victor Mayoral Vilches:
Cybsersecurity Issues in Robotics. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 12(3): 1-28 (2021) - [j70]Meng Li, Liehuang Zhu, Zijian Zhang, Chhagan Lal, Mauro Conti, Fabio Martinelli:
Privacy for 5G-Supported Vehicular Networks. IEEE Open J. Commun. Soc. 2: 1935-1956 (2021) - [j69]Giacomo Giorgi, Andrea Saracino, Fabio Martinelli:
Using recurrent neural networks for continuous authentication through gait analysis. Pattern Recognit. Lett. 147: 157-163 (2021) - [j68]Alessandro Aldini, Antonio La Marra, Fabio Martinelli, Andrea Saracino:
Ask a(n)droid to tell you the odds: probabilistic security-by-contract for mobile devices. Soft Comput. 25(3): 2295-2314 (2021) - [c307]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 - [c306]Federico Errica, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Alessio Micheli:
Robust Malware Classification via Deep Graph Networks on Call Graph Topologies. ESANN 2021 - [c305]Theo Dimitrakos, Tezcan Dilshener, Alexander Kravtsov, Antonio La Marra, Fabio Martinelli, Athanasios Rizos, Alessandro Rosetti:
Handling Meta Attribute Information in Usage Control Policies (Short Paper). ETAA 2021: 143-151 - [c304]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Framework for Supporting Ransomware Detection and Prevention Based on Hybrid Analysis. ICCSA (3) 2021: 16-27 - [c303]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Neural-Network-Based Framework for Supporting Driver Classification and Analysis. ICCSA (3) 2021: 28-39 - [c302]Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli:
A Machine-Learning-Based Framework for Supporting Malware Detection and Analysis. ICCSA (3) 2021: 353-365 - [c301]Oleksii Osliak, Andrea Saracino, Fabio Martinelli, Theo Dimitrakos:
Towards Collaborative Cyber Threat Intelligence for Security Management. ICISSP 2021: 339-346 - [c300]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Colluding Covert Channel for Malicious Information Exfiltration in Android Environment. ICISSP 2021: 811-818 - [c299]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 - [c298]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
A Proposal to Ensure Social Distancing with Deep Learning-based Object Detection. IJCNN 2021: 1-5 - [c297]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 - [c296]Tiziano Marinaro, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Detecting Call Indirection Obfuscation through Equivalence Checking in Android environment. KES 2021: 1659-1669 - [c295]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 - [c294]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 - [c293]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 - [c292]Xuan Sun, Luqun Li, Francesco Mercaldo, Yichen Yang, Antonella Santone, Fabio Martinelli:
Automated Intention Mining with Comparatively Fine-tuning BERT. NLPIR 2021: 157-162 - [c291]Rosangela Casolare, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Mobile Family Detection through Audio Signals Classification. SECRYPT 2021: 479-486 - [p4]Steven Furnell, Paul S. Haskell-Dowland, Manish Agrawal, Richard L. Baskerville, Anirban Basu, Matt Bishop, Jorge Cuéllar, Sara Foresti, Lynn Futcher, Nurit Gal-Oz, Teju Herath, Christian Damsgaard Jensen, Allen C. Johnston, Wouter Joosen, Giovanni Livraga, Javier López, Stephen Marsh, Fabio Martinelli, Fabio Massacci, Aljosa Pasic, Stef Schinagl, Abbas Shahim, Kerry-Lynn Thomson, Jaideep Vaidya, Tony Vance, Merrill Warkentin:
Information Security and Privacy - Challenges and Outlook. IFIP's Exciting First 60+ Years 2021: 383-401 - 2020
- [j67]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) - [j66]Barbara Martini, Paolo Mori, Francesco Marino, Andrea Saracino, Alessio Lunardelli, Antonio La Marra, Fabio Martinelli, Piero Castoldi:
Pushing Forward Security in Network Slicing by Leveraging Continuous Usage Control. IEEE Commun. Mag. 58(7): 65-71 (2020) - [j65]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Timed Automata for Mobile Ransomware Detection. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 79 (2020) - [j64]Mina Sheikhalishahi, Andrea Saracino, Fabio Martinelli, Antonio La Marra, Mohammed Mejri, Nadia Tawbi:
Digital Waste Disposal: an automated framework for analysis of spam emails. Int. J. Inf. Sec. 19(5): 499-522 (2020) - [j63]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Android Collusion: Detecting Malicious Applications Inter-Communication through SharedPreferences. Inf. 11(6): 304 (2020) - [j62]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) - [j61]Gabriele Baldi, Yair Diaz-Tellez, Theo Dimitrakos, Fabio Martinelli, Christina Michailidou, Paolo Mori, Oleksii Osliak, Andrea Saracino:
Session-dependent Usage Control for Big Data. J. Internet Serv. Inf. Secur. 10(3): 76-92 (2020) - [j60]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) - [j59]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) - [j58]Gianpiero Costantino, Rajib Ranjan Maiti, Fabio Martinelli, Paolo Santi:
LoSeRO: A Locality Sensitive Routing Protocol in Opportunistic Networks with Contact Profiles. IEEE Trans. Mob. Comput. 19(10): 2392-2408 (2020) - [c290]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 - [c289]Fabio Martinelli, Oleksii Osliak, Paolo Mori, Andrea Saracino:
Improving security in industry 4.0 by extending OPC-UA with usage control. ARES 2020: 96:1-96:10 - [c288]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone:
Colluding Android Apps Detection via Model Checking. AINA Workshops 2020: 776-786 - [c287]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 - [c286]Fabio Martinelli, Francesco Mercaldo, Domenico Raucci, Antonella Santone:
Predicting Probability of Default Under IFRS 9 Through Data Mining Techniques. AINA Workshops 2020: 959-969 - [c285]Giuseppe Crincoli, Tiziano Marinaro, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Code Reordering Obfuscation Technique Detection by Means of Weak Bisimulation. AINA 2020: 1368-1382 - [c284]Michela Fazzolari, Manuel Pratelli, Fabio Martinelli, Marinella Petrocchi:
Emotions and Interests of Evolving Twitter Bots. EAIS 2020: 1-8 - [c283]Fabio Martinelli, Christina Michailidou, Oleksii Osliak, Alessandro Rosetti, Antonio La Marra, Theo Dimitrakos:
A Comparison Among Policy Editors for Attributed Based Access Control Model. ETAA@ESORICS 2020: 108-123 - [c282]Giacomo Giorgi, Andrea Saracino, Fabio Martinelli:
Email Spoofing Attack Detection through an End to End Authorship Attribution System. ICISSP 2020: 64-74 - [c281]Giacomo Giorgi, Andrea Saracino, Fabio Martinelli:
End to End Autorship Email Verification Framework for a Secure Communication. ICISSP (Revised Selected Papers) 2020: 73-96 - [c280]Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Android Run-time Permission Exploitation User Awareness by Means of Formal Methods. ICISSP 2020: 804-814 - [c279]Madalina G. Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Accidental Sensitive Data Leaks Prevention via Formal Verification. ICISSP 2020: 825-834 - [c278]Fabio Martinelli, Francesco Mercaldo, Domenico Raucci, Antonella Santone:
Bank Credit Risk Management based on Data Mining Techniques. ICISSP 2020: 837-843 - [c277]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Malicious Collusion Detection in Mobile Environment by means of Model Checking. IJCNN 2020: 1-6 - [c276]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 - [c275]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 - [c274]Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Evaluating Deep Learning Classification Reliability in Android Malware Family Detection. ISSRE Workshops 2020: 255-260 - [c273]Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Deep learning for heart disease detection through cardiac sounds. KES 2020: 2202-2211 - [c272]Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Machine learning for coronavirus covid-19 detection from chest x-rays. KES 2020: 2212-2221 - [c271]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 - [c270]Theo Dimitrakos, Tezcan Dilshener, Alexander Kravtsov, Antonio La Marra, Fabio Martinelli, Athanasios Rizos, Alessandro Rosetti, Andrea Saracino:
Trust Aware Continuous Authorization for Zero Trust in Consumer Internet of Things. TrustCom 2020: 1801-1812 - [c269]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Machine Learning for Driver Detection through CAN bus. VTC Spring 2020: 1-5 - [e22]Eleanna Kafeza, Boualem Benatallah, Fabio Martinelli, Hakim Hacid, Athman Bouguettaya, Hamid Motahari:
Service-Oriented Computing - 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14-17, 2020, Proceedings. Lecture Notes in Computer Science 12571, Springer 2020, ISBN 978-3-030-65309-5 [contents] - [i11]Víctor Mayoral Vilches, Irati Abad-Fernández, Martin Pinzger, Stefan Rass, Bernhard Dieber, Alcino Cunha, Francisco J. Rodríguez Lera, Giovanni Lacava, Angelica Marotta, Fabio Martinelli, Endika Gil-Uriarte:
alurity, a toolbox for robot cybersecurity. CoRR abs/2010.07759 (2020)
2010 – 2019
- 2019
- [j57]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) - [j56]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) - [j55]Mario Luca Bernardi, Marta Cimitile, Damiano Distante