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ORCIDFabio Martinelli
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Publications
- 2025
[c372]Giovanni Ciaramella, Luca Petrillo, Margaret Varilek, Francesco Mercaldo, Giovanni Comandè, Fabio Martinelli:
Leveraging Pre-trained LLMs for GDPR Compliance in Online Privacy Policies. ITASEC/SERICS 2025- 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) - [c369]Giovanni Ciaramella
, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
DroidDefender: An Image-based Android Antimalware Proof-of-Concept. CODASPY 2024: 139-141 - [c366]Christian Peluso, Giovanni Ciaramella, Francesco Mercaldo, Antonella Santone, Fabio Martinelli:
A Federated Learning-Based Android Malware Detector Through Differential Privacy. EUROCAST (3) 2024: 307-319 - [c363]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 - [i14]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo:
A Proposal for Privacy-preserving Ransomware Detection by means of Federated Machine Learning. ERCIM News 2024(139) (2024) - 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 - [c351]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Proposal for Trustworthy Artificial Intelligence. IEEE Big Data 2023: 1-3 - [c349]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Deep Learning for Smart Grid Stability Detection. IEEE Big Data 2023: 3763-3769 - [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 - [c340]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Exploring Quantum Machine Learning for Explainable Malware Detection. IJCNN 2023: 1-6 - 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 - [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 - [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 - [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 - [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 - [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 - 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
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