A standardized ICS network data processing flow with generative model in anomaly detection

• Main Authors: Yang, Tao, Hu, Yibo, Li, Yang, Hu, Wei, Pan, Quan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Industrial Control Systems Network Security; Imbalanced Data
• Online Access: https://hdl.handle.net/10356/145800
• Institution: Nanyang Technological University

Industrial control systems (ICS) now usually connect to Wireless Sensor Networks and the Internet, exposing them to security threats resulting from cyber-attacks. However, detecting such attacks is non-trivial task. The high-dimensional network data pose significant challenges on security anomaly de...