7 papers
ICS Cybersecurity Datasets: A Systematic Meta-Review of Coverage, Evaluation Practice, and Structural Gaps
Konstantinos E. Kampourakis, Vyron Kampourakis, Georgios Kambourakis +4
Intrusion detection research in Industrial Control Systems (ICS) heavily depends on public datasets, yet no prior work has systematically assessed whether the collective dataset co…
Between Zeros and Ones: Behavioral Characterization Beyond Binary Labeling Across Public ICS Datasets
Konstantinos E. Kampourakis, Vyron Kampourakis, Georgios Spathoulas +1
Intrusion detection in Industrial Control Systems (ICS) is typically evaluated on a small set of public benchmarks using binary ``normal'' versus ``attack'' labels, a practice that…
From Conceptual Scaffold to Prototype: A Standardized Zonal Architecture for Wi-Fi Security Training
Vyron Kampourakis, Efstratios Chatzoglou, Vasileios Gkioulos +1
Wi-Fi is the dominant wireless access technology, but its widespread use also exposes systems to threats such as rogue access points, deauthentication attacks, and other IEEE 802.1…
ICSSPulse: A Modular LLM-Assisted Platform for Industrial Control System Penetration Testing
Michail Takaronis, Athanasia Kollarou, Vyron Kampourakis +2
It is well established that industrial control systems comprise the operational backbone of modern critical infrastructures, yet their increasing connectivity exposes them to cyber…
Knowledge-to-Data: LLM-Driven Synthesis of Structured Network Traffic for Testbed-Free IDS Evaluation
Konstantinos E. Kampourakis, Vyron Kampourakis, Efstratios Chatzoglou +2
Realistic, large-scale, and well-labeled cybersecurity datasets are essential for training and evaluating Intrusion Detection Systems (IDS). However, they remain difficult to obtai…
LLM-Assisted AHP for Explainable Cyber Range Evaluation
Vyron Kampourakis, Georgios Kavallieratos, Georgios Spathoulas +2
Cyber Ranges (CRs) have emerged as prominent platforms for cybersecurity training and education, especially for Critical Infrastructure (CI) sectors that face rising cyber threats.…