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White papers

Kalouptsoglou I, Siavvas M, Ampatzoglou A, Kehagias D, Chatzigeorgiou A. 2024. Vulnerability Classification on Source Code using Text Mining and Deep Learning Techniques. QRS 2024. Publications

Kalouptsoglou I, Siavvas M, Ampatzoglou A, Kehagias D, Chatzigeorgiou A. 2024. Vulnerability Classification on Source Code using Text Mining and Deep Learning Techniques. QRS 2024.

Conference: The 24th IEEE International Conference on Software Quality, Reliability and Security (QRS 2024), 1-5 July 2024, Cambridge, UK Authors: Kalouptsoglou I, Siavvas M, Ampatzoglou A, Kehagias D, Chatzigeorgiou A. Abstract: Nowadays, security testing is an integral part of the testing activities during the software development life-cycle. Over the years,…
Nakip M, Gelenbe E. 2024. Online Self-Supervised Deep Learning for Intrusion Detection Systems. IEEE Transactions on Information Forensics and Security. 2024. Publications

Nakip M, Gelenbe E. 2024. Online Self-Supervised Deep Learning for Intrusion Detection Systems. IEEE Transactions on Information Forensics and Security. 2024.

Journal: IEEE Transactions on Information Forensics and Security. 2024. Authors: Nakip M, Gelenbe E. Abstract: This paper proposes a novel Self-Supervised Intrusion Detection (SSID) framework, which enables a fully online Deep Learning (DL) based Intrusion Detection System (IDS) that requires no human intervention or prior off-line learning. The proposed framework…