Maura Pintor

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

Artificial Intelligence, Engineering, Machine Learning +18

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

The Threat of Offensive AI to Organizations

Yisroel Mirsky, Ambra Demontis, Jaidip Kotak et al. · Computers & Security · 2022 · 77 citations · Full text

Artificial Intelligence, Engineering, Responsible Ai +5

ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches

Maura Pintor, Daniele Angioni, Angelo Sotgiu et al. · Pattern Recognition · 2022 · 45 citations · Full text

Data Augmentation, Convolutional Neural Network, Machine Vision +10

secml: A Python Library for Secure and Explainable Machine Learning.

Marco Melis, Ambra Demontis, Maura Pintor et al. · arXiv (Cornell University) · 2019 · 35 citations · Full text

Engineering, Machine Learning, Evasion Technique +19