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

• المؤلفون الرئيسيون: Yang, Tao, Hu, Yibo, Li, Yang, Hu, Wei, Pan, Quan
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering; Industrial Control Systems Network Security; Imbalanced Data
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/145800
• المؤسسة: 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...