A data balancing approach based on generative adversarial network

L Yuan, S Yu, Z Yang, M Duan, K Li - Future Generation Computer Systems, 2023 - Elsevier
Intrusion detection is an effective means of ensuring the proper functioning of industrial
control systems (ICSs). Most intrusion detection algorithms learn the historical ICS data to …

A novel approach detection for IIoT attacks via artificial intelligence

G Karacayılmaz, H Artuner - Cluster Computing, 2024 - Springer
Abstract The Industrial Internet of Things (IIoT) is a paradigm that enables the integration of
cyber-physical systems in critical infrastructures, such as power grids, water distribution …

Security through Digital Twin-Based Intrusion Detection: A SWaT Dataset Analysis

M Bozdal - 2023 16th International Conference on Information …, 2023 - ieeexplore.ieee.org
Digital twin, as a virtual replica of physical entity, offer valuable insights into Industrial
Control System (ICS) behavior and characteristics. Leveraging the convergence of digital …