SOTGIU, ANGELO

SOTGIU, ANGELO  

DIPARTIMENTO DI INGEGNERIA ELETTRICA ED ELETTRONICA  

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Titolo Data di pubblicazione Autore(i) Rivista Editore
AI Security and Safety: The PRALab Research Experience 1-gen-2023 Demontis, Ambra; Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Angioni, Daniele; Piras, Giorgio; Gupta, Srishti; Biggio, Battista; Roli, Fabio - CEUR-WS Team, Redaktion Sun SITE
Detecting Attacks Against Deep Reinforcement Learning for Autonomous Driving 1-gen-2023 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Lin, HSIAO-YING; Fang, Chengfang; Demontis, Ambra; Biggio, Battista - -
Evaluating Adversarial Robustness of Detection-based Defenses against Adversarial Examples 15-feb-2023 - - Università degli Studi di Cagliari
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches 1-gen-2023 Pintor, Maura; Angioni, Daniele; Sotgiu, Angelo; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Roli, Fabio PATTERN RECOGNITION -
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 -
Explainability-based Debugging of Machine Learning for Vulnerability Discovery 1-gen-2022 Sotgiu, Angelo; Pintor, Maura; Biggio, Battista - ACM, Association for Computing Machinery
FADER: Fast Adversarial Example Rejection 1-gen-2022 Crecchi, Francesco; Melis, Marco; Sotgiu, Angelo; Bacciu, Davide; Biggio, Battista NEUROCOMPUTING -
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
secml: Secure and explainable machine learning in Python 1-gen-2022 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Melis, Marco; Demontis, Ambra; Biggio, Battista SOFTWAREX -
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 -
IntelliAV: Toward the feasibility of building intelligent anti-malware on Android devices 1-gen-2017 Ahmadi, Mansour; Sotgiu, Angelo; Giacinto, Giorgio - Springer