CIARAMELLA, GIOVANNI
CIARAMELLA, GIOVANNI
I.M.T. (Istituzioni, Mercati, Tecnologie) Alti Studi
A federated machine learning method for malicious smart contract detection
2025 Ciaramella, Giovanni; Martinelli, Fabio; Mercaldo, Francesco; Mori, Paolo; Santone, Antonella
A method for packed (and unpacked) malware detection by means of convolutional neural networks
2025 Ciaramella, Giovanni; Martinelli, Fabio; Santone, Antonella; Mercaldo, Francesco
A method for real-world privacy-preserving Android malware detection through Federated Machine Learning
2026 Ciaramella, Giovanni; Martinelli, Fabio; Peluso, Christian; Santone, Antonella; Mercaldo, Francesco
A method for smart grid intrusion detection through explainable deep learning
2025 Ciaramella, G.; Martinelli, F.; Santone, A.; Mercaldo, F.
An approach for privacy-preserving mobile malware detection through federated machine learning
2024 Ciaramella, Giovanni; Martinelli, Fabio; Mercaldo, Francesco; Peluso, Christian; Santone, Antonella
Dynamic analysis for explainable fine-grained android malware detection
2024 Ciaramella, Giovanni; Mercaldo, Francesco; Santone, Antonella
Explainable malware detection by means of federated machine learning
2025 Ciaramella, Giovanni; Martinelli, Fabio; Santone, Antonella; Mercaldo, Francesco
Explainable ransomware detection through static analysis and machine learning
2025 Ciaramella, Giovanni; Martinelli, Fabio; Santone, Antonella; Mercaldo, Francesco
FLIP: a tool for explainable federated learning for image processing
2025 Ciaramella, Giovanni; Martinelli, Fabio; Santone, Antonella; Mercaldo, Francesco
Towards Quantum Machine Learning in ransomware detection
2025 Mercaldo, Francesco; Ciaramella, Giovanni; Martinelli, Fabio; Santone, Antonella
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A federated machine learning method for malicious smart contract detection | 1-gen-2025 | Ciaramella, Giovanni; Martinelli, Fabio; Mercaldo, Francesco; Mori, Paolo; Santone, Antonella | |
| A method for packed (and unpacked) malware detection by means of convolutional neural networks | 1-gen-2025 | Ciaramella, Giovanni; Martinelli, Fabio; Santone, Antonella; Mercaldo, Francesco | |
| A method for real-world privacy-preserving Android malware detection through Federated Machine Learning | 1-gen-2026 | Ciaramella, Giovanni; Martinelli, Fabio; Peluso, Christian; Santone, Antonella; Mercaldo, Francesco | |
| A method for smart grid intrusion detection through explainable deep learning | 1-gen-2025 | Ciaramella, G.; Martinelli, F.; Santone, A.; Mercaldo, F. | |
| An approach for privacy-preserving mobile malware detection through federated machine learning | 1-gen-2024 | Ciaramella, Giovanni; Martinelli, Fabio; Mercaldo, Francesco; Peluso, Christian; Santone, Antonella | |
| Dynamic analysis for explainable fine-grained android malware detection | 1-gen-2024 | Ciaramella, Giovanni; Mercaldo, Francesco; Santone, Antonella | |
| Explainable malware detection by means of federated machine learning | 1-gen-2025 | Ciaramella, Giovanni; Martinelli, Fabio; Santone, Antonella; Mercaldo, Francesco | |
| Explainable ransomware detection through static analysis and machine learning | 1-gen-2025 | Ciaramella, Giovanni; Martinelli, Fabio; Santone, Antonella; Mercaldo, Francesco | |
| FLIP: a tool for explainable federated learning for image processing | 1-gen-2025 | Ciaramella, Giovanni; Martinelli, Fabio; Santone, Antonella; Mercaldo, Francesco | |
| Towards Quantum Machine Learning in ransomware detection | 1-gen-2025 | Mercaldo, Francesco; Ciaramella, Giovanni; Martinelli, Fabio; Santone, Antonella |