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
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2021
• 主題: Engineering::Computer science and engineering; Industrial Control Systems Network Security; Imbalanced Data
• 在線閱讀: https://hdl.handle.net/10356/145800

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...