Ambra Demontis

Towards poisoning of deep learning algorithms with back-gradient optimization

Battista Biggio, Ambra Demontis, Andrea Paudice et al. · UNICA IRIS Institutional Research Information System (University of Cagliari) · 2017 · 538 citations

Computing, Computer Science, Algorithms +13

Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization

Luis Muñoz-González, Battista Biggio, Ambra Demontis et al. · 2017 · 98 citations · Full text

Computing, Computer Science, Algorithms +13

Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks

Ambra Demontis, Marco Melis, Maura Pintor et al. · arXiv (Cornell University) · 2018 · 93 citations · Full text

Computing, Computer Science, Cybersecurity +12

The Threat of Offensive AI to Organizations

Yisroel Mirsky, Ambra Demontis, Jaidip Kotak et al. · Computers & Security · 2022 · 85 citations · Full text

Computing, Computer Science, Organizational Behavior +12

Why Do Adversarial Attacks Transfer? Explaining Transferability of\n Evasion and Poisoning Attacks

Ambra Demontis, Marco Melis, Maura Pintor et al. · arXiv (Cornell University) · 2018 · 81 citations · Full text

Computing, Computer Science, Cybersecurity +12