Fabio Martinelli

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 272

Top Venues

Publications

Francesco Mercaldo, Fabio Martinelli, Antonella Santone
Deep Convolutional Generative Adversarial Networks in Image-Based Android Malware Detection. Comput. 13 (6) (2024)
Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone
Detecting Retinal Fundus Image Synthesis by Means of Generative Adversarial Network. BIOSTEC (1) (2024)
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)
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)
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
DroidDefender: An Image-based Android Antimalware Proof-of-Concept. CODASPY (2024)
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) (2024)
Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Evaluating the Impact of Generative Adversarial Network in Android Malware Detection. ENASE (2024)
Boualem Benatallah, Hakim Hacid, Eleanna Kafeza, Fabio Martinelli, Athman Bouguettaya
ICSOC 2020 special issue on service-oriented computing. Computing 106 (4) (2024)
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) (2024)
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)
Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Luca Petrillo, Antonella Santone
Cybersecurity-Related Tweet Classification by Explainable Deep Learning. ICISSP (2024)
Fabio Martinelli, Francesco Mercaldo, Luca Petrillo, Antonella Santone
Security Policy Generation and Verification through Large Language Models: A Proposal. CODASPY (2024)
Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Explainable Ransomware Detection with Deep Learning Techniques. J. Comput. Virol. Hacking Tech. 20 (2) (2024)
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) (2023)
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) (2023)
Marco De Vincenzi, Ilaria Matteucci, Fabio Martinelli, Stefano Sebastio
Application of Secure Two-Party Computation in a Privacy-Preserving Android App. ARES (2023)
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)
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)
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)
Francesco Mercaldo, Fabio Martinelli, Antonella Santone
Image-Based Malware Detection Through a Deep Neuro-Fuzzy Model. FUZZ (2023)
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)
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Explainable Deep Learning for Smart Grid Stability Detection. BigData (2023)
Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Damage Detection and Localisation using UAV/ Drone with Object Detection. KES (2023)
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Explainable Deep Learning for Smart Grid Stability Detection. BigData (2023)
Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Object Detection and Localisation in Thermal Images by means of UAV/Drone. KES (2023)
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 (2023)
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) (2023)
Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Water Meter Reading for Smart Grid Monitoring. Sensors 23 (1) (2023)
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) (2023)
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Exploring Quantum Machine Learning for Explainable Malware Detection. IJCNN (2023)
Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Evaluating Fuzzy Machine Learning for Smart Grid Instability Detection. FUZZ (2023)
Gianpiero Costantino, Marco De Vincenzi, Fabio Martinelli, Ilaria Matteucci
Electric Vehicle Security and Privacy: A Comparative Analysis of Charging Methods. VTC2023-Spring (2023)
Fabio Martinelli, Francesco Mercaldo, Marcello Di Giammarco, Antonella Santone
Data Poisoning Attacks over Diabetic Retinopathy Images Classification. BigData (2023)
Francesco Mercaldo, Fabio Martinelli, Antonella Santone
A Fuzzy Deep Learning Network for Dynamic Mobile Malware Detection. FUZZ (2023)
Oleksii Osliak, Andrea Saracino, Fabio Martinelli, Paolo Mori
Cyber threat intelligence for critical infrastructure security. Concurr. Comput. Pract. Exp. 35 (23) (2023)
Francesco Mercaldo, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli
Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation. Sensors 23 (17) (2023)
Luca Degani, Majid Salehi, Fabio Martinelli, Bruno Crispo
μIPS: Software-Based Intrusion Prevention for Bare-Metal Embedded Systems. ESORICS (4) (2023)
Francesco Mercaldo, Fabio Martinelli, Antonella Santone
An Explainable Convolutional Neural Network for Dynamic Android Malware Detection. ICISSP (2023)
Francesco Mercaldo, Giovanni Ciaramella, Antonella Santone, Fabio Martinelli
Obfuscated Mobile Malware Detection by Means of Dynamic Analysis and Explainable Deep Learning. ARES (2023)
Mario Cesarelli, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Explainable Deep Learning for Face Mask Detection. KES (2023)
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 (2023)
Fabio Martinelli, Francesco Mercaldo, Antonella Santone
A Driver Detection Method by Means of Explainable Deep Learning. CSR (2023)
Luca Degani, Francesco Bergadano, Seyed Ali Mirheidari, Fabio Martinelli, Bruno Crispo
Generative adversarial networks for subdomain enumeration. SAC (2022)
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)
Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
Assessing Deep Learning Predictions in Image-Based Malware Detection with Activation Maps. STM (2022)
Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Cesarelli
Blood Cells Counting and Localisation through Deep Learning Object Detection. Big Data (2022)
Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Explainable Retinopathy Diagnosis and Localisation by means of Class Activation Mapping. IJCNN (2022)
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)
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)
Marcello Di Giammarco, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
Explainable Deep Learning Methodologies for Biomedical Images Classification. ICDCS (2022)
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) (2022)
Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Fabrizio Ravelli, Antonella Santone
Explainable Deep Learning for Alzheimer Disease Classification and Localisation. AII (2022)
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)
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)
Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification. BIBE (2022)
Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
A Model Checking-based Approach to Malicious Family Detection in iOS Environment. KES (2022)
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)
Giovanni Lacava, Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Pizzi
Drone Audio recognition based on Machine Learning Techniques. KES (2022)
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)
Sandeep Gupta, Kiran Raja, Fabio Martinelli, Bruno Crispo
RiderAuth: A cancelable touch-signature based rider authentication scheme for driverless taxis. J. Inf. Secur. Appl. 71 (2022)
Francesco Mercaldo, Xiaoli Zhou, Pan Huang, Fabio Martinelli, Antonella Santone
Machine Learning for Uterine Cervix Screening. BIBE (2022)
Fabio Martinelli, Francesco Mercaldo, Antonella Santone
A Method for Intrusion Detection in Smart Grid. KES (2022)
Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Emotion Recognition from Facial Expression using Explainable Deep Learning. DASC/PiCom/CBDCom/CyberSciTech (2022)
Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Vinod P.
On the Influence of Image Settings in Deep Learning-based Malware Detection. ICISSP (2022)
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)
Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone
Driver Identification Through Formal Methods. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
Designing Robust Deep Learning Classifiers for Image-based Malware Analysis. ICDCS (2022)
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)
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) (2022)
Giovanni Ciaramella, Giacomo Iadarola, Francesco Mercaldo, Marco Storto, Antonella Santone, Fabio Martinelli
Introducing Quantum Computing in Mobile Malware Detection. ARES (2022)
Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo
Fighting Cybercrime by Introducing Trustworthiness and Interpretability in Deep Learning Malware Detection. ERCIM News 2022 (129) (2022)
Francesco Mercaldo, Fabio Martinelli, Antonella Santone
Timed Automata Networks for SCADA Attacks Real-Time Mitigation. KES-IDT (2022)
Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Smart Grid monitoring through Deep Learning for Image-based Automatic Dial Meter Reading. Big Data (2022)
Marcello Di Giammarco, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
High Grade Brain Cancer Segmentation by means of Deep Learning. KES (2022)
Rosangela Casolare, Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
SteælErgon: A Framework for Injecting Colluding Malicious Payload in Android Applications. ARES (2021)
Giacomo Giorgi, Andrea Saracino, Fabio Martinelli
Using recurrent neural networks for continuous authentication through gait analysis. Pattern Recognit. Lett. 147 (2021)
Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Towards an interpretable deep learning model for mobile malware detection and family identification. Comput. Secur. 105 (2021)
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)
Xuan Sun, Luqun Li, Francesco Mercaldo, Yichen Yang, Antonella Santone, Fabio Martinelli
Automated Intention Mining with Comparatively Fine-tuning BERT. NLPIR (2021)
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) (2021)
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)
Ganbayar Uuganbayar, Artsiom Yautsiukhin, Fabio Martinelli, Fabio Massacci
Optimisation of cyber insurance coverage with selection of cost effective security controls. Comput. Secur. 101 (2021)
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) (2021)
Meng Li, Liehuang Zhu, Zijian Zhang, Chhagan Lal, Mauro Conti, Fabio Martinelli
Privacy for 5G-Supported Vehicular Networks. IEEE Open J. Commun. Soc. 2 (2021)
Francesco Mercaldo, Fabio Martinelli, Antonella Santone
A Proposal to Ensure Social Distancing with Deep Learning-based Object Detection. IJCNN (2021)
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)
Rosangela Casolare, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Mobile Family Detection through Audio Signals Classification. SECRYPT (2021)
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)
Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli
A Machine-Learning-Based Framework for Supporting Malware Detection and Analysis. ICCSA (3) (2021)
Federico Errica, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Alessio Micheli
Robust Malware Classification via Deep Graph Networks on Call Graph Topologies. ESANN (2021)
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)
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)
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) (2021)
Oleksii Osliak, Andrea Saracino, Fabio Martinelli, Theo Dimitrakos
Towards Collaborative Cyber Threat Intelligence for Security Management. ICISSP (2021)
Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli
A Framework for Supporting Ransomware Detection and Prevention Based on Hybrid Analysis. ICCSA (3) (2021)
Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli
A Neural-Network-Based Framework for Supporting Driver Classification and Analysis. ICCSA (3) (2021)
Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Colluding Covert Channel for Malicious Information Exfiltration in Android Environment. ICISSP (2021)
Tiziano Marinaro, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Detecting Call Indirection Obfuscation through Equivalence Checking in Android environment. KES (2021)
Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone
Colluding Android Apps Detection via Model Checking. AINA Workshops (2020)
Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Malicious Collusion Detection in Mobile Environment by means of Model Checking. IJCNN (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabio Martinelli