| Title |
Issue Date |
Author(s) |
Journal |
Publisher |
| Towards learning trustworthily, automatically, and with guarantees on graphs: an overview |
2022 |
Oneto, Luca; Navarin, Nicoló; Biggio, Battista; Errica, Federico; Micheli, Alessio; Scarselli, Fr...anco; Bianchini, Monica; Demetrio, Luca; Bongini, Pietro; Tacchella, Armando; Sperduti, Alessandro |
NEUROCOMPUTING |
|
| Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection |
2021 |
Demetrio, L.; Coull, S. E.; Biggio, B.; Lagorio, G.; Armando, A.; Roli, F. |
ACM TRANSACTIONS ON PRIVACY AND SECURITY |
|
| Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware |
2021 |
Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro |
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY |
|
| Explaining vulnerabilities of deep learning to adversarial malware binaries |
2019 |
Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro |
|
|
University of Cagliari
