Spotting Silent Buffer Overflows in Execution Trace through Graph Neural Network Assisted Data Flow Analysis

Zhilong Wang, Li Yu, Suhang Wang +1

A software vulnerability could be exploited without any visible symptoms. When no source code is available, although such silent program executions could cause very serious damage,…