VILLANI, FRANCESCO
VILLANI, FRANCESCO
100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi
$\sigma$-zero: Gradient-based Optimization of $\ell_0$-norm Adversarial Examples
2025-01-01 Cinà, Antonio Emanuele; Villani, Francesco; Pintor, Maura; Schönherr, Lea; Biggio, Battista; Pelillo, Marcello
HORNET: Fast and minimal adversarial perturbations
2025-01-01 Wu, Jiaping; Cina', Antonio Emanuele; Villani, Francesco; Xia, Zhaoqiang; Demetrio, Luca; Oneto, Luca; Anguita, Davide; Roli, Fabio; Feng, Xiaoyi
Robust image classification with multi-modal large language models
2025-01-01 Villani, Francesco; Maljkovic, Igor; Lazzaro, Dario; Sotgiu, Angelo; Cinà, Antonio Emanuele; Roli, Fabio
Sonic: Fast and transferable data poisoning on clustering algorithms
2026-01-01 Villani, Francesco; Lazzaro, Dario; Cina', Antonio Emanuele; Dell'Amico, Matteo; Biggio, Battista; Roli, Fabio
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| $\sigma$-zero: Gradient-based Optimization of $\ell_0$-norm Adversarial Examples | 1-gen-2025 | Cinà, Antonio Emanuele; Villani, Francesco; Pintor, Maura; Schönherr, Lea; Biggio, Battista; Pelillo, Marcello | |
| HORNET: Fast and minimal adversarial perturbations | 1-gen-2025 | Wu, Jiaping; Cina', Antonio Emanuele; Villani, Francesco; Xia, Zhaoqiang; Demetrio, Luca; Oneto, Luca; Anguita, Davide; Roli, Fabio; Feng, Xiaoyi | |
| Robust image classification with multi-modal large language models | 1-gen-2025 | Villani, Francesco; Maljkovic, Igor; Lazzaro, Dario; Sotgiu, Angelo; Cinà, Antonio Emanuele; Roli, Fabio | |
| Sonic: Fast and transferable data poisoning on clustering algorithms | 1-gen-2026 | Villani, Francesco; Lazzaro, Dario; Cina', Antonio Emanuele; Dell'Amico, Matteo; Biggio, Battista; Roli, Fabio |