Publications

Publications

Gelenbe E, Gül B, Nakip M. 2024. DISFIDA: Distributed Self-Supervised Federated Intrusion Detection Algorithm with Online Learning for Health Internet of Things and Internet of Vehicles. Internet of Things Journal . 2024.

Journal: Internet of Things Journal. 2024. Authors: Gelenbe E, Gül B, Nakip M, Abstract: Networked health systems are often the victims of cyberattacks with serious consequences for patients and healthcare costs, with the Internet of Things (IoT) being an additional prime target. In future systems we can imagine that the…
Anna Marton
August 23, 2024
Publications

Gelenbe E, Nakip M, Siavvas M. 2024. System-Wide Vulnerability of Multi-Component Software. Computers and Industrial Engineering. 2024.

Journal: Computers and Industrial Engineering. 2024. Authors: Gelenbe E, Nakip M, Siavvas M. Abstract: In software systems comprised of many interconnected components, the vulnerability of each component will affect the vulnerability of other components and of the system as a whole. Existing techniques allow the quantification of the vulnerability of…
Anna Marton
August 6, 2024
Publications

Xanthopoulou G, Siavvas M, Kalouptsoglou I, Kehagias D, Tzovaras D. 2024. Software Requirements Classification: From Bag-of-Words to Transformer. WISP 2024.

Conference: Special Session on Intelligent Internet of Things Security and Privacy (WISP 2024) at the 21st International Conference on Distributed Computing and Artificial Intelligence (DCAI 2024), 26-28. June 2024, Salamanca, Spain Authors: Xanthopoulou G, Siavvas M, Kalouptsoglou I, Kehagias D, Tzovaras D. Abstract: Automated classification of software requirements is valuable…
Anna Marton
May 30, 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,…
Anna Marton
May 28, 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…
Anna Marton
May 21, 2024