CINA', ANTONIO EMANUELE
CINA', ANTONIO EMANUELE
100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi
A black-Box adversarial attack for poisoning clustering
2022-01-01 Cina, A. E.; Torcinovich, A.; Pelillo, M.
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
Machine Learning Security Against Data Poisoning: Are We There Yet?
2024-01-01 Cina', ANTONIO EMANUELE; Grosse, Kathrin; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello
Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training
2023-01-01 Lazzaro, Dario; Cina', ANTONIO EMANUELE; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers?
2021-01-01 Cina, A. E.; Vascon, S.; Demontis, A.; Biggio, B.; Roli, F.; Pelillo, M.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A black-Box adversarial attack for poisoning clustering | 1-gen-2022 | Cina, A. E.; Torcinovich, A.; Pelillo, M. | |
| 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 | |
| Machine Learning Security Against Data Poisoning: Are We There Yet? | 1-gen-2024 | Cina', ANTONIO EMANUELE; Grosse, Kathrin; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello | |
| Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training | 1-gen-2023 | Lazzaro, Dario; Cina', ANTONIO EMANUELE; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello | |
| The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers? | 1-gen-2021 | Cina, A. E.; Vascon, S.; Demontis, A.; Biggio, B.; Roli, F.; Pelillo, M. |