Direction for Detection: A Survey of Automated Vulnerability Detection and all of its Pain Points

This report is a comprehensive review of automated vulnerability detection technologies, systematically outlining the current technological development trends in this field. The article analyzes in detail the core mechanisms of automated vulnerability detection and explores the main challenges and difficulties encountered in its practical application. As an academic investigative article, its content aims to provide researchers and practitioners with a comprehensive reference on the current technological status and guidance for future improvements.