DEMETRIO, LUCA

DEMETRIO, LUCA  

DIPARTIMENTO DI INGEGNERIA ELETTRICA ED ELETTRONICA  

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Risultati 1 - 11 di 11 (tempo di esecuzione: 0.009 secondi).
Titolo Data di pubblicazione Autore(i) Rivista Editore
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection 1-gen-2021 Demetrio, L.; Coull, S. E.; Biggio, B.; Lagorio, G.; Armando, A.; Roli, F. ACM TRANSACTIONS ON PRIVACY AND SECURITY -
Explaining Machine Learning DGA Detectors from DNS Traffic Data 1-gen-2022 Piras, Giorgio; Pintor, Maura; Demetrio, Luca; Biggio, Battista - -
Explaining vulnerabilities of deep learning to adversarial malware binaries 1-gen-2019 Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro - -
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware 1-gen-2021 Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY -
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 -
Practical Attacks on Machine Learning: A Case Study on Adversarial Windows Malware 1-gen-2022 Demetrio, L; Biggio, B; Roli, F IEEE SECURITY & PRIVACY -
Practical Evaluation of Poisoning Attacks on Online Anomaly Detectors in Industrial Control Systems 1-gen-2022 Kravchik, M.; Demetrio, L.; Biggio, B.; Shabtai, A. COMPUTERS & SECURITY -
Robust Machine Learning for Malware Detection over Time 1-gen-2022 Angioni, Daniele; Demetrio, Luca; Pintor, Maura; Biggio, Battista - -
secml: Secure and explainable machine learning in Python 1-gen-2022 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Melis, Marco; Demontis, Ambra; Biggio, Battista SOFTWAREX -
Slope: A First-order Approach for Measuring Gradient Obfuscation 1-gen-2021 Pintor, M.; Demetrio, L.; Manca, G.; Biggio, B.; Roli, F. - -
Towards learning trustworthily, automatically, and with guarantees on graphs: an overview 1-gen-2022 Oneto, Luca; Navarin, Nicoló; Biggio, Battista; Errica, Federico; Micheli, Alessio; Scarselli, Franco; Bianchini, Monica; Demetrio, Luca; Bongini, Pietro; Tacchella, Armando; Sperduti, Alessandro NEUROCOMPUTING -