APRUZZESE, GIOVANNI

APRUZZESE, GIOVANNI  

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Titolo Data di pubblicazione Autore(i) File
Addressing Adversarial Attacks Against Security Systems Based on Machine Learning 1-gen-2019 Apruzzese, Giovanni; Colajanni, M.; Ferretti, Luca; Marchetti, M.
AppCon: Mitigating evasion attacks to ML cyber detectors 1-gen-2020 Apruzzese, G.; Andreolini, M.; Marchetti, M.; Colacino, V. G.; Russo, G.
Deep Reinforcement Adversarial Learning against Botnet Evasion Attacks 1-gen-2020 Apruzzese, G.; Andreolini, M.; Marchetti, M.; Venturi, A.; Colajanni, M.
Detection and Threat Prioritization of Pivoting Attacks in Large Networks 1-gen-2020 Apruzzese, Giovanni; Pierazzi, Fabio; Colajanni, Michele; Marchetti, Mirco
DReLAB - Deep REinforcement Learning Adversarial Botnet: A benchmark dataset for adversarial attacks against botnet Intrusion Detection Systems 1-gen-2021 Venturi, A.; Apruzzese, G.; Andreolini, M.; Colajanni, M.; Marchetti, M.
Evading botnet detectors based on flows and random forest with adversarial samples 1-gen-2018 Apruzzese, G.; Colajanni, M.
Evaluating the effectiveness of Adversarial Attacks against Botnet Detectors 1-gen-2019 Apruzzese, Giovanni; Colajanni, Michele; Marchetti, Mirco
Hardening Random Forest Cyber Detectors Against Adversarial Attacks 1-gen-2020 Apruzzese, G.; Andreolini, M.; Colajanni, M.; Marchetti, M.
Identifying malicious hosts involved in periodic communications 1-gen-2017 Apruzzese, Giovanni; Marchetti, Mirco; Colajanni, Michele; GAMBIGLIANI ZOCCOLI, Gabriele; Guido, Alessandro
Modeling Realistic Adversarial Attacks against Network Intrusion Detection Systems 1-gen-2022 Apruzzese, Giovanni; Andreolini, Mauro; Ferretti, Luca; Marchetti, Mirco; Colajanni, Michele
On the effectiveness of machine and deep learning for cyber security 1-gen-2018 Apruzzese, G.; Colajanni, M.; Ferretti, L.; Guido, A.; Marchetti, M.
Scalable architecture for online prioritization of cyber threats 1-gen-2017 Pierazzi, Fabio; Apruzzese, Giovanni; Colajanni, Michele; Guido, Alessandro; Marchetti, Mirco
Security Analytics and Machine Learning for Cyber Detection: Problematiche Moderne e Soluzioni Innovative 9-mar-2020 Apruzzese, Giovanni