متابعة
Giovanni Apruzzese
Giovanni Apruzzese
Assistant Professor, University of Liechtenstein
بريد إلكتروني تم التحقق منه على uni.li - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
On the Effectiveness of Machine and Deep Learning for Cyber Security‏
G Apruzzese, M Colajanni, L Ferretti, A Guido, M Marchetti‏
International Conference on Cyber Conflict (CyCon), 371-390, 2018‏
4202018
The Role of Machine Learning in Cybersecurity‏
G Apruzzese, P Laskov, EM de Oca, W Mallouli, LB Rapa, ...‏
ACM Digital Threats: Research and Practice, 2022‏
2042022
Addressing Adversarial Attacks Against Security Systems based on Machine Learning‏
G Apruzzese, M Colajanni, L Ferretti, M Marchetti‏
International Conference on Cyber Conflict (CyCon) 900, 1-18, 2019‏
1462019
Modeling Realistic Adversarial Attacks against Network Intrusion Detection Systems‏
G Apruzzese, M Andreolini, L Ferretti, M Marchetti, M Colajanni‏
ACM Digital Threats: Research and Practice, 2021‏
1312021
Deep Reinforcement Adversarial Learning against Botnet Evasion Attacks‏
G Apruzzese, M Andreolini, M Marchetti, A Venturi, M Colajanni‏
IEEE Transactions on Network and Service Management 17 (4), 1975-1987, 2020‏
1162020
“Real Attackers Don’t Compute Gradients”: Bridging the Gap Between Adversarial ML Research and Practice‏
G Apruzzese, HS Anderson, S Dambra, D Freeman, F Pierazzi, ...‏
First IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 2023‏
1102023
The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems‏
G Apruzzese, L Pajola, M Conti‏
IEEE Transactions on Network and Service Management, 2022‏
742022
Evading Botnet Detectors based on Flows and Random Forest with Adversarial Samples‏
G Apruzzese, M Colajanni‏
[Best Student Paper Award] 2018 IEEE 17th International Symposium on Network …, 2018‏
652018
Hardening Random Forest Cyber Detectors against Adversarial Attacks‏
G Apruzzese, M Andreolini, M Colajanni, M Marchetti‏
IEEE Transactions on Emerging Topics in Computational Intelligence 4 (4 …, 2020‏
632020
Evaluating the Effectiveness of Adversarial Attacks against Botnet Detectors‏
G Apruzzese, M Colajanni, M Marchetti‏
[Best Student Paper Award] International Symposium on Network Computing and …, 2019‏
542019
Detection and Threat Prioritization of Pivoting Attacks in Large Networks‏
G Apruzzese, F Pierazzi, M Colajanni, M Marchetti‏
IEEE Transactions on Emerging Topics in Computing 8 (2), 404-415, 2017‏
512017
SoK: The Impact of Unlabelled Data in Cyberthreat Detection‏
G Apruzzese, P Laskov, A Tastemirova‏
[Oustanding Presentation Award] IEEE European Symposium on Security and …, 2022‏
432022
Identifying Malicious Hosts involved in Periodic Communications‏
G Apruzzese, M Marchetti, M Colajanni, GG Zoccoli, A Guido‏
International Symposium on Network Computing and Applications (NCA), 1-8, 2017‏
322017
DReLAB–Deep REinforcement Learning Adversarial Botnet: A benchmark dataset for adversarial attacks against botnet Intrusion Detection Systems‏
A Venturi, G Apruzzese, M Andreolini, M Colajanni, M Marchetti‏
Data in Brief, 106631, 2020‏
312020
SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection‏
G Apruzzese, P Laskov, J Schneider‏
IEEE European Symposium on Security and Privacy (EuroS&P), 2023‏
302023
Scalable Architecture for Online Prioritisation of Cyber Threats‏
F Pierazzi, G Apruzzese, M Colajanni, A Guido, M Marchetti‏
International Conference on Cyber Conflict (CyCon), 1-18, 2017‏
282017
SpacePhish: The Evasion-space of Adversarial Attacks against Phishing Website Detectors using Machine Learning‏
G Apruzzese, M Conti, Y Yuan‏
Annual Computer Security Applications Conference (ACSAC) [Artifact: Reusable …, 2022‏
242022
On the Evaluation of Sequential Machine Learning for Network Intrusion Detection‏
A Corsini, SJ Yang, G Apruzzese‏
International Conference on Availability, Reliability and Security (ARES …, 2021‏
242021
Mitigating Adversarial Gray-Box Attacks Against Phishing Detectors‏
G Apruzzese, VS Subrahmanian‏
IEEE Transactions on Dependable and Secure Computing (TDSC), 2022‏
222022
AppCon: Mitigating Evasion Attacks to ML Cyber Detectors‏
G Apruzzese, M Andreolini, M Marchetti, VG Colacino, G Russo‏
Symmetry 12 (4), 653, 2020‏
222020
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20