BIGGIO, BATTISTA

BIGGIO, BATTISTA  

DIPARTIMENTO DI INGEGNERIA ELETTRICA ED ELETTRONICA  

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Risultati 1 - 20 di 133 (tempo di esecuzione: 0.035 secondi).
Titolo Data di pubblicazione Autore(i) Rivista Editore
Machine Learning Security Against Data Poisoning: Are We There Yet? 1-gen-2024 Cinà, Antonio Emanuele; Grosse, Kathrin; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello COMPUTER -
Nebula: Self-Attention for Dynamic Malware Analysis 1-gen-2024 Trizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Roli, Fabio IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY -
Rethinking data augmentation for adversarial robustness 1-gen-2024 Eghbal-zadeh, Hamid; Zellinger, Werner; Pintor, Maura; Grosse, Kathrin; Koutini, Khaled; Moser, Bernhard A.; Biggio, Battista; Widmer, Gerhard INFORMATION SCIENCES -
Toward Effective Traffic Sign Detection via Two-Stage Fusion Neural Networks 1-gen-2024 Li, Zhishan; Chen, Hongxu; Biggio, Battista; He, Yifan; Cai, Haoran; Roli, Fabio; Xie, Lei IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS -
When Your AI Becomes a Target: AI Security Incidents and Best Practices 1-gen-2024 Grosse, Kathrin; Bieringer, Lukas; Besold, Tarek R.; Biggio, Battista; Alahi, Alexandre - -
Adversarial Attacks Against Uncertainty Quantification 1-gen-2023 Ledda, Emanuele; Angioni, Daniele; Piras, Giorgio; Fumera, Giorgio; Biggio, Battista; Roli, Fabio - IEEE COMPUTER SOC
AI Security and Safety: The PRALab Research Experience 1-gen-2023 Demontis, Ambra; Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Angioni, Daniele; Piras, Giorgio; Gupta, Srishti; Biggio, Battista; Roli, Fabio - CEUR-WS Team, Redaktion Sun SITE
Cybersecurity and AI: The PRALab Research Experience 1-gen-2023 Pintor, Maura; Orru, Giulia; Maiorca, Davide; Demontis, Ambra; Demetrio, Luca; Marcialis, GIAN LUCA; Biggio, Battista; Roli, Fabio - CEUR-WS Team, Redaktion Sun SITE
Detecting Attacks Against Deep Reinforcement Learning for Autonomous Driving 1-gen-2023 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Lin, HSIAO-YING; Fang, Chengfang; Demontis, Ambra; Biggio, Battista - -
Hardening RGB-D object recognition systems against adversarial patch attacks 1-gen-2023 Zheng, Yang; Demetrio, Luca; Cinà, Antonio Emanuele; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Demontis, Ambra; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches 1-gen-2023 Pintor, Maura; Angioni, Daniele; Sotgiu, Angelo; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Roli, Fabio PATTERN RECOGNITION -
Improving Fast Minimum-Norm Attacks with Hyperparameter Optimization 1-gen-2023 Floris, Giuseppe; Mura, Raffaele; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista - Ciaco - i6doc.com
Machine Learning Security in Industry: A Quantitative Survey 1-gen-2023 Grosse, Kathrin; Bieringer, Lukas; Besold, Tarek R.; Biggio, Battista; Krombholz, Katharina IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY -
Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training 1-gen-2023 Lazzaro, Dario; Cinà, Antonio Emanuele; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello - -
Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors 1-gen-2023 Shapira, Avishag; Zolfi, Alon; Demetrio, Luca; Biggio, Battista; Shabtai, Asaf - IEEE
Raze to the Ground: Query-Efficient Adversarial HTML Attacks on Machine-Learning Phishing Webpage Detectors 1-gen-2023 Montaruli, Biagio; Demetrio, Luca; Pintor, Maura; Compagna, Luca; Balzarotti, Davide; Biggio, Battista - ASSOC COMPUTING MACHINERY
Samples on Thin Ice: Re-evaluating Adversarial Pruning of Neural Networks 1-gen-2023 Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista - -
Stateful detection of adversarial reprogramming 1-gen-2023 Zheng, Yang; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
The Threat of Offensive AI to Organizations 1-gen-2023 Mirsky, Y.; Demontis, A.; Kotak, J.; Shankar, R.; Gelei, D.; Yang, L.; Zhang, X.; Pintor, M.; Lee, W.; Elovici, Y.; Biggio, B. COMPUTERS & SECURITY -
Why adversarial reprogramming works, when it fails, and how to tell the difference 1-gen-2023 Zheng, Yang; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Demontis, Ambra; Pintor, Maura; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -