Achieving 500x acceleration for adversarial robustness verification of tree-based smart grid dynamic security assessment

• Main Authors: Ren, Chao, Zou, Chunran, Xiong, Zehui, Yu, Han, Dong, Zhao Yang, Dusit, Niyato
• Other Authors: College of Computing and Data Science
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Security; Assessment
• Online Access: https://hdl.handle.net/10356/179062
• Institution: Nanyang Technological University

This letter presents a novel and efficient adversarial robustness verification method for tree-based smart grid dynamic security assessment (DSA). Based on tree algorithms technique, the data-driven smart grid DSA has received significant research interests in recent years. However, the well-trained...