University of Cagliari
Angelo Sotgiu
Evaluating Adversarial Robustness of Detection-based Defenses against Adversarial Examples
2023-02-15
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches
2023-01-01 Pintor, Maura; Angioni, Daniele; Sotgiu, Angelo; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Roli, Fabio
AI Security and Safety: The PRALab Research Experience
2023-01-01 Demontis, Ambra; Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Angioni, Daniele; Piras, Giorgio; Gupta, Srishti; Biggio, Battista; Roli, Fabio
Detecting Attacks Against Deep Reinforcement Learning for Autonomous Driving
2023-01-01 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Lin, HSIAO-YING; Fang, Chengfang; Demontis, Ambra; Biggio, Battista
Explainability-based Debugging of Machine Learning for Vulnerability Discovery
2022-01-01 Sotgiu, Angelo; Pintor, Maura; Biggio, Battista
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers
2022-01-01 Melacci, S.; Ciravegna, G.; Sotgiu, A.; Demontis, A.; Biggio, B.; Gori, M.; Roli, F.
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples
2022-01-01 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Demontis, Ambra; Carlini, Nicholas; Biggio, Battista; Roli, Fabio
FADER: Fast Adversarial Example Rejection
2022-01-01 Crecchi, Francesco; Melis, Marco; Sotgiu, Angelo; Bacciu, Davide; Biggio, Battista
secml: Secure and explainable machine learning in Python
2022-01-01 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Melis, Marco; Demontis, Ambra; Biggio, Battista
Deep neural rejection against adversarial examples
2020-01-01 Sotgiu, Angelo; Demontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Feng, Xiaoyi; Roli, Fabio
IntelliAV: Toward the feasibility of building intelligent anti-malware on Android devices
2017-01-01 Ahmadi, Mansour; Sotgiu, Angelo; Giacinto, Giorgio
| Title | Issue Date | Author(s) | Journal | Publisher |
|---|---|---|---|---|
| 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-Jan-2023 | Pintor, Maura; Angioni, Daniele; Sotgiu, Angelo; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Roli, Fabio | PATTERN RECOGNITION | - |
| AI Security and Safety: The PRALab Research Experience | 1-Jan-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-Jan-2023 | Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Lin, HSIAO-YING; Fang, Chengfang; Demontis, Ambra; Biggio, Battista | - | - |
| Explainability-based Debugging of Machine Learning for Vulnerability Discovery | 1-Jan-2022 | Sotgiu, Angelo; Pintor, Maura; Biggio, Battista | - | ACM, Association for Computing Machinery |
| Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers | 1-Jan-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-Jan-2022 | Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Demontis, Ambra; Carlini, Nicholas; Biggio, Battista; Roli, Fabio | - | Neural information processing systems foundation |
| FADER: Fast Adversarial Example Rejection | 1-Jan-2022 | Crecchi, Francesco; Melis, Marco; Sotgiu, Angelo; Bacciu, Davide; Biggio, Battista | NEUROCOMPUTING | - |
| secml: Secure and explainable machine learning in Python | 1-Jan-2022 | Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Melis, Marco; Demontis, Ambra; Biggio, Battista | SOFTWAREX | - |
| Deep neural rejection against adversarial examples | 1-Jan-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-Jan-2017 | Ahmadi, Mansour; Sotgiu, Angelo; Giacinto, Giorgio | - | Springer |
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