BIGGIO, BATTISTA
BIGGIO, BATTISTA
100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi
Hardening RGB-D object recognition systems against adversarial patch attacks
2023-01-01 Zheng, Yang; Demetrio, Luca; Emanuele Cinà, Antonio; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Demontis, Ambra; Biggio, Battista; Roli, Fabio
ModSec-AdvLearn: Countering Adversarial SQL Injections With Robust Machine Learning
2025-01-01 Floris, G.; Scano, C.; Montaruli, B.; Demetrio, L.; Valenza, A.; Compagna, L.; Ariu, D.; Piras, L.; Balzarotti, D.; Biggio, B.
Robust Large-Scale Detection of Living-Off-the-Land Reverse Shells via Data Synthesis
2026-01-01 Trizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Roli, Fabio
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates
2025-01-01 Angioni, D.; Demetrio, L.; Pintor, M.; Oneto, L.; Anguita, D.; Biggio, B.; Roli, F.
secml: Secure and explainable machine learning in Python
2022-01-01 Pintor, M.; Demetrio, L.; Sotgiu, A.; Melis, M.; Demontis, A.; Biggio, B.
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
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning
2022-01-01 Cina', ANTONIO EMANUELE; Grosse, Kathrin; Demontis, Ambra; Vascon, Sebastiano; Zellinger, Werner; Alois Moser, Bernhard; Oprea, Alina; Biggio, Battista; Pelillo, Marcello; Roli, Fabio
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Hardening RGB-D object recognition systems against adversarial patch attacks | 1-gen-2023 | Zheng, Yang; Demetrio, Luca; Emanuele Cinà, Antonio; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Demontis, Ambra; Biggio, Battista; Roli, Fabio | |
| ModSec-AdvLearn: Countering Adversarial SQL Injections With Robust Machine Learning | 1-gen-2025 | Floris, G.; Scano, C.; Montaruli, B.; Demetrio, L.; Valenza, A.; Compagna, L.; Ariu, D.; Piras, L.; Balzarotti, D.; Biggio, B. | |
| Robust Large-Scale Detection of Living-Off-the-Land Reverse Shells via Data Synthesis | 1-gen-2026 | Trizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Roli, Fabio | |
| Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates | 1-gen-2025 | Angioni, D.; Demetrio, L.; Pintor, M.; Oneto, L.; Anguita, D.; Biggio, B.; Roli, F. | |
| secml: Secure and explainable machine learning in Python | 1-gen-2022 | Pintor, M.; Demetrio, L.; Sotgiu, A.; Melis, M.; Demontis, A.; Biggio, B. | |
| 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 | |
| Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning | 1-gen-2022 | Cina', ANTONIO EMANUELE; Grosse, Kathrin; Demontis, Ambra; Vascon, Sebastiano; Zellinger, Werner; Alois Moser, Bernhard; Oprea, Alina; Biggio, Battista; Pelillo, Marcello; Roli, Fabio |