APRUZZESE, GIOVANNI
APRUZZESE, GIOVANNI
Dipartimento di Ingegneria "Enzo Ferrari"
Addressing Adversarial Attacks Against Security Systems Based on Machine Learning
2019 Apruzzese, Giovanni; Colajanni, M.; Ferretti, Luca; Marchetti, M.
AppCon: Mitigating evasion attacks to ML cyber detectors
2020 Apruzzese, G.; Andreolini, M.; Marchetti, M.; Colacino, V. G.; Russo, G.
Deep Reinforcement Adversarial Learning against Botnet Evasion Attacks
2020 Apruzzese, G.; Andreolini, M.; Marchetti, M.; Venturi, A.; Colajanni, M.
Detection and Threat Prioritization of Pivoting Attacks in Large Networks
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
2021 Venturi, A.; Apruzzese, G.; Andreolini, M.; Colajanni, M.; Marchetti, M.
Evading botnet detectors based on flows and random forest with adversarial samples
2018 Apruzzese, G.; Colajanni, M.
Evaluating the effectiveness of Adversarial Attacks against Botnet Detectors
2019 Apruzzese, Giovanni; Colajanni, Michele; Marchetti, Mirco
Hardening Random Forest Cyber Detectors Against Adversarial Attacks
2020 Apruzzese, G.; Andreolini, M.; Colajanni, M.; Marchetti, M.
Identifying malicious hosts involved in periodic communications
2017 Apruzzese, Giovanni; Marchetti, Mirco; Colajanni, Michele; Gambigliani Zoccoli, Gabriele; Guido, Alessandro
Modeling Realistic Adversarial Attacks against Network Intrusion Detection Systems
2022 Apruzzese, Giovanni; Andreolini, Mauro; Ferretti, Luca; Marchetti, Mirco; Colajanni, Michele
On the effectiveness of machine and deep learning for cyber security
2018 Apruzzese, G.; Colajanni, M.; Ferretti, L.; Guido, A.; Marchetti, M.
On the Evaluation of Sequential Machine Learning for Network Intrusion Detection
2021 Corsini, Andrea; Yang, Shanchieh Jay; Apruzzese, Giovanni
Scalable architecture for online prioritization of cyber threats
2017 Pierazzi, Fabio; Apruzzese, Giovanni; Colajanni, Michele; Guido, Alessandro; Marchetti, Mirco
Security Analytics and Machine Learning for Cyber Detection: Problematiche Moderne e Soluzioni Innovative
2020 Apruzzese, Giovanni
The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems
2022 Apruzzese, Giovanni; Pajola, Luca; Conti, Mauro
| 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. | |
| On the Evaluation of Sequential Machine Learning for Network Intrusion Detection | 1-gen-2021 | Corsini, Andrea; Yang, Shanchieh Jay; Apruzzese, Giovanni | |
| 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 | |
| The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems | 1-gen-2022 | Apruzzese, Giovanni; Pajola, Luca; Conti, Mauro |