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Mostrati risultati da 21 a 40 di 42
Titolo Data di pubblicazione Autore(i) Rivista Editore
Stateful detection of adversarial reprogramming 1-gen-2023 Zheng, Yang; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
Why adversarial reprogramming works, when it fails, and how to tell the difference 1-gen-2023 Zheng, Yang; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Demontis, Ambra; Pintor, Maura; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
Hardening RGB-D object recognition systems against adversarial patch attacks 1-gen-2023 Zheng, Yang; Demetrio, Luca; Cinà, Antonio Emanuele; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Demontis, Ambra; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
secml: Secure and explainable machine learning in Python 1-gen-2022 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Melis, Marco; Demontis, Ambra; Biggio, Battista SOFTWAREX -
A Hybrid Training-Time and Run-Time Defense Against Adversarial Attacks in Modulation Classification 1-gen-2022 Zhang, L; Lambotharan, S; Zheng, G; Liao, Gs; Demontis, A; Roli, F IEEE WIRELESS COMMUNICATIONS LETTERS -
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers 1-gen-2022 Melacci, S.; Ciravegna, G.; Sotgiu, A.; Demontis, A.; Biggio, B.; Gori, M.; Roli, F. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE -
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples 1-gen-2022 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Demontis, Ambra; Carlini, Nicholas; Biggio, Battista; Roli, Fabio - Neural information processing systems foundation
Do gradient-based explanations tell anything about adversarial robustness to android malware? 1-gen-2022 Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS -
The hammer and the nut: is bilevel optimization really needed to poison linear classifiers? 1-gen-2021 Cina, A. E.; Vascon, S.; Demontis, A.; Biggio, B.; Roli, F.; Pelillo, M. - IEEE, Institute of Electrical and Electronics Engineers
Deep neural rejection against adversarial examples 1-gen-2020 Sotgiu, Angelo; Demontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Feng, Xiaoyi; Roli, Fabio EURASIP JOURNAL ON MULTIMEDIA AND INFORMATION SECURITY -
Adversarial detection of Flash Malware: limitations and Open issues 1-gen-2020 Maiorca, D.; Demontis, A.; Biggio, B.; Roli, F.; Giacinto, G. COMPUTERS & SECURITY -
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection 1-gen-2019 Demontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Corona, Igino; Giacinto, Giorgio; Roli, Fabio IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING -
Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks 1-gen-2019 Demontis, Ambra; Melis, Marco; Pintor, Maura; Jagielski, Matthew; Biggio, Battista; Oprea, Alina; Nita-Rotaru, Cristina; Roli, Fabio - USENIX Association
Securing Machine Learning against Adversarial Attacks 26-mar-2018 - - Università degli Studi di Cagliari
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables 1-gen-2018 Kolosnjaji, Bojan; Demontis, Ambra; Biggio, Battista; Maiorca, Davide; Giacinto, Giorgio; Eckert, Claudia; Roli, Fabio - IEEE (Institute of Electrical and Electronics Engineers)
Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid 1-gen-2018 Melis, Marco; Demontis, Ambra; Biggio, Battista; Brown, Gavin; Fumera, Giorgio; Roli, Fabio - IEEE (Institute of Electrical and Electronics Engineers)
Infinity-norm support vector machines against adversarial label contamination 1-gen-2017 Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio - CEUR-WS
Towards poisoning of deep learning algorithms with back-gradient optimization 1-gen-2017 Muñoz-González, Luis; Biggio, Battista; Demontis, Ambra; Paudice, Andrea; Wongrassamee, Vasin; Lupu, Emil C.; Roli, Fabio - Association for Computing Machinery
Secure Kernel Machines against Evasion Attacks 1-gen-2016 Russu, Paolo; Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Roli, Fabio - Association for Computing Machinery
Super-Sparse Learning in Similarity Spaces 1-gen-2016 Demontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Roli, Fabio IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE -
Mostrati risultati da 21 a 40 di 42
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