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ORCIDFabio Martinelli
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- affiliation: National Research Council, Italy
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2020 – today
- 2024
[j94]Francesco Mercaldo
, Fabio Martinelli, Antonella Santone:
Deep Convolutional Generative Adversarial Networks in Image-Based Android Malware Detection. Comput. 13(6): 154 (2024)- [j93]Boualem Benatallah, Hakim Hacid, Eleanna Kafeza, Fabio Martinelli, Athman Bouguettaya:
ICSOC 2020 special issue on service-oriented computing. Computing 106(4): 1249-1250 (2024) - [j92]Francesco Mercaldo, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks. Int. J. Neural Syst. 34(2): 2450007:1-2450007:15 (2024) - [j91]Francesco Mercaldo, Luca Brunese, Antonella Santone, Fabio Martinelli, Mario Cesarelli:
Extreme Learning Machine for Biomedical Image Classification: A Multi-Case Study. EAI Endorsed Trans. Pervasive Health Technol. 10 (2024) - [j90]Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Ransomware Detection with Deep Learning Techniques. J. Comput. Virol. Hacking Tech. 20(2): 317-330 (2024) - [j89]Rosangela Casolare, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Picker Blinder: a framework for automatic injection of malicious inter-app communication. J. Comput. Virol. Hacking Tech. 20(2): 331-346 (2024) - [c365]Panagiotis Bountakas, Konstantinos Fysarakis, Thomas Kyriakakis, Panagiotis Karafotis, Aristeidis Sotiropoulos, Maria Tasouli, Cristina Alcaraz, George Alexandris, Vassiliki Andronikou, Tzortzia Koutsouri, Romarick Yatagha, George Spanoudakis, Sotiris Ioannidis, Fabio Martinelli, Oleg Illiashenko:
SYNAPSE - An Integrated Cyber Security Risk & Resilience Management Platform, With Holistic Situational Awareness, Incident Response & Preparedness Capabilities: SYNAPSE. ARES 2024: 128:1-128:10 - [c364]Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Detecting Retinal Fundus Image Synthesis by Means of Generative Adversarial Network. BIOSTEC (1) 2024: 471-478 - [c363]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
DroidDefender: An Image-based Android Antimalware Proof-of-Concept. CODASPY 2024: 139-141 - [c362]Fabio Martinelli, Francesco Mercaldo, Luca Petrillo, Antonella Santone:
Security Policy Generation and Verification through Large Language Models: A Proposal. CODASPY 2024: 143-145 - [c361]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Evaluating the Impact of Generative Adversarial Network in Android Malware Detection. ENASE 2024: 590-597 - [c360]Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Spiral Drawing Test and Explainable Convolutional Neural Networks for Parkinson's Disease Detection. ICAART (2) 2024: 443-452 - [c359]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Christian Peluso, Antonella Santone:
An Approach for Privacy-Preserving Mobile Malware Detection Through Federated Machine Learning. ICEIS (1) 2024: 553-563 - [c358]Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Luca Petrillo, Antonella Santone:
Cybersecurity-Related Tweet Classification by Explainable Deep Learning. ICISSP 2024: 438-445 - [c357]Marcello Di Giammarco, Benedetta Dukic, Fabio Martinelli, Mario Cesarelli, Fabrizio Ravelli, Antonella Santone, Francesco Mercaldo:
Reliable Leukemia diagnosis and localization through Explainable Deep Learning. IDSTA 2024: 68-75 - [c356]Zhou Zhou, Zahra Pooranian, Mohammad Shojafar, Fabio Martinelli:
An Edge Server Deployment Strategy for Multi-Objective Optimization in the Internet of Vehicles. ISCC 2024: 1-6 - [c355]Amine Hattak, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Leveraging Deep Learning for Intrusion Detection in IoT Through Visualized Network Data. SECRYPT 2024: 722-729 - [c354]Amine Hattak, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
On the Adoption of Explainable Deep Learning for Image-Based Network Traffic Classification. SIMULTECH 2024: 370-377 - [i14]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo:
A Proposal for Privacy-preserving Ransomware Detection by means of Federated Machine Learning. ERCIM News 139(138) (2024) - 2023
- [j88]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) - [j87]Oleksii Osliak, Andrea Saracino, Fabio Martinelli, Paolo Mori:
Cyber threat intelligence for critical infrastructure security. Concurr. Comput. Pract. Exp. 35(23) (2023) - [j86]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) - [j85]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) - [j84]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) - [j83]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Water Meter Reading for Smart Grid Monitoring. Sensors 23(1): 75 (2023) - [j82]Francesco Mercaldo, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation. Sensors 23(17): 7614 (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) - [c353]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 - [c352]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 - [c351]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Proposal for Trustworthy Artificial Intelligence. IEEE Big Data 2023: 1-3 - [c350]Fabio Martinelli, Francesco Mercaldo, Marcello Di Giammarco, Antonella Santone:
Data Poisoning Attacks over Diabetic Retinopathy Images Classification. IEEE Big Data 2023: 3698-3703 - [c349]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Deep Learning for Smart Grid Stability Detection. IEEE Big Data 2023: 3763-3769 - [c348]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Driver Detection Method by Means of Explainable Deep Learning. CSR 2023: 54-59 - [c347]Luca Degani, Majid Salehi, Fabio Martinelli, Bruno Crispo:
μIPS: Software-Based Intrusion Prevention for Bare-Metal Embedded Systems. ESORICS (4) 2023: 311-331 - [c346]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Evaluating Fuzzy Machine Learning for Smart Grid Instability Detection. FUZZ 2023: 1-6 - [c345]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Image-Based Malware Detection Through a Deep Neuro-Fuzzy Model. FUZZ 2023: 1-7 - [c344]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
A Fuzzy Deep Learning Network for Dynamic Mobile Malware Detection. FUZZ 2023: 1-7 - [c343]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
An Explainable Convolutional Neural Network for Dynamic Android Malware Detection. ICISSP 2023: 305-312 - [c342]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 - [c341]Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Benchmarking YOLO Models for Automatic Reading in Smart Metering Systems: A Performance Comparison Analysis. ICMLA 2023: 2207-2213 - [c340]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Exploring Quantum Machine Learning for Explainable Malware Detection. IJCNN 2023: 1-6 - [c339]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Damage Detection and Localisation using UAV/ Drone with Object Detection. KES 2023: 118-127 - [c338]Mario Cesarelli, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Deep Learning for Face Mask Detection. KES 2023: 128-133 - [c337]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Object Detection and Localisation in Thermal Images by means of UAV/Drone. KES 2023: 2234-2243 - [c336]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 - [c335]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) - [c334]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 - [c333]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 - [c332]Francesco Mercaldo, Xiaoli Zhou, Pan Huang, Fabio Martinelli, Antonella Santone:
Machine Learning for Uterine Cervix Screening. BIBE 2022: 71-74 - [c331]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 - [c330]Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Blood Cells Counting and Localisation through Deep Learning Object Detection. IEEE Big Data 2022: 4400-4409 - [c329]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 - [c328]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 - [c327]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 - [c326]Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Emotion Recognition from Facial Expression using Explainable Deep Learning. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-6 - [c325]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 - [c324]Marcello Di Giammarco, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Explainable Deep Learning Methodologies for Biomedical Images Classification. ICDCS 2022: 1262-1264 - [c323]Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Designing Robust Deep Learning Classifiers for Image-based Malware Analysis. ICDCS 2022: 1265-1267 - [c322]Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Vinod P.:
On the Influence of Image Settings in Deep Learning-based Malware Detection. ICISSP 2022: 669-676 - [c321]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 - [c320]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 - [c319]Francesco Mercaldo, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Deep learning for blood cells classification and localisation. ICMV 2022 - [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, Tejaswini (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]