Ambra Demontis

Ambra Demontis

Università degli Studi di Cagliari - Cagliari / Italy
Engineering & Technology / Computer Science
AD Scientific Index ID: 1767211
University of Cagliari
person_outline Ambra Demontis's MOST POPULAR ARTICLES
1-) Towards poisoning of deep learning algorithms with back-gradient optimizationL Muñoz-González, B Biggio, A Demontis, A Paudice, V Wongrassamee, ...Proceedings of the 10th ACM workshop on artificial intelligence and security …, 20174482017
2-) Why do adversarial attacks transfer? explaining transferability of evasion and poisoning attacksA Demontis, M Melis, M Pintor, M Jagielski, B Biggio, A Oprea, ...28th USENIX security symposium (USENIX security 19), 321-338, 20193862019
3-) Adversarial malware binaries: Evading deep learning for malware detection in executablesB Kolosnjaji, A Demontis, B Biggio, D Maiorca, G Giacinto, C Eckert, ...2018 26th European signal processing conference (EUSIPCO), 533-537, 20183842018
4-) Yes, machine learning can be more secure! a case study on android malware detectionA Demontis, M Melis, B Biggio, D Maiorca, D Arp, K Rieck, I Corona, ...IEEE Transactions on Dependable and Secure Computing, 20173592017
5-) Is deep learning safe for robot vision? adversarial examples against the icub humanoidM Melis, A Demontis, B Biggio, G Brown, G Fumera, F RoliProceedings of the IEEE international conference on computer vision …, 20171272017