Angelo Sotgiu

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

Explainability-based Debugging of Machine Learning for Vulnerability Discovery

Angelo Sotgiu, Maura Pintor, Battista Biggio · Proceedings of the 17th International Conference on Availability, Reliability and Security · 2022 · 17 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Microcomputer based phase sensitive detector

F Momo, G. A. Ranieri, Angelo Sotgiu et al. · Journal of Physics E Scientific Instruments · 1981 · 16 citations

Engineering, Radiation Detection, Conventional Phase Detector +11

FADER: Fast adversarial example rejection

Francesco Crecchi, Marco Melis, Angelo Sotgiu et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2022 · 11 citations