Angelo Sotgiu
Angelo Sotgiu
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Deep neural rejection against adversarial examples
A Sotgiu, A Demontis, M Melis, B Biggio, G Fumera, X Feng, F Roli
EURASIP Journal on Information Security 2020, 1-10, 2020
secml: A python library for secure and explainable machine learning
M Melis, A Demontis, M Pintor, A Sotgiu, B Biggio
arXiv preprint arXiv:1912.10013, 2019
Intelliav: Toward the feasibility of building intelligent anti-malware on android devices
M Ahmadi, A Sotgiu, G Giacinto
International Cross-Domain Conference for Machine Learning and Knowledge …, 2017
IntelliAV: building an effective on-device android malware detector
M Ahmadi, A Sotgiu, G Giacinto
arXiv preprint arXiv:1802.01185, 2018
FADER: Fast Adversarial Example Rejection
F Crecchi, M Melis, A Sotgiu, D Bacciu, B Biggio
arXiv preprint arXiv:2010.09119, 2020
Can Domain Knowledge Alleviate Adversarial Attacks in Multi-Label Classifiers?
S Melacci, G Ciravegna, A Sotgiu, A Demontis, B Biggio, M Gori, F Roli
arXiv preprint arXiv:2006.03833, 2020
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