MELIS, MARCO

MELIS, MARCO  

DIPARTIMENTO DI INGEGNERIA ELETTRICA ED ELETTRONICA  

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Risultati 1 - 11 di 11 (tempo di esecuzione: 0.022 secondi).
Titolo Data di pubblicazione Autore(i) Rivista Editore
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 -
Do gradient-based explanations tell anything about adversarial robustness to android malware? 1-gen-2021 Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS -
Explaining black-box android malware detection 1-gen-2018 Melis, Marco; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio - IEEE, Institute of Electrical and Electronics Engineers
Explaining Vulnerability of Machine Learning to Adversarial Attacks 9-mar-2021 - - Università degli Studi di Cagliari
FADER: Fast Adversarial Example Rejection 1-gen-2022 Crecchi, Francesco; Melis, Marco; Sotgiu, Angelo; Bacciu, Davide; Biggio, Battista NEUROCOMPUTING -
Fast image classification with reduced multiclass support vector machines 1-gen-2015 Melis, Marco; Piras, Luca; Biggio, Battista; Giacinto, Giorgio; Fumera, Giorgio; Roli, Fabio - Springer
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)
Sparse support faces 1-gen-2015 Biggio, Battista; Melis, Marco; Fumera, Giorgio; Roli, Fabio - Institute of Electrical and Electronics Engineers Inc.
Super-Sparse Learning in Similarity Spaces 1-gen-2016 Demontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Roli, Fabio IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE -
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
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 -