The existence of software vulnerabilities will cause serious network attacks and information leakage problems. Timely accurate detection in has become a research focus on the security field. Most existing work only considers instruction-level features, which to some extent overlooks certain syntax semantic assembly code segments, affecting accuracy model. In this paper, we propose binary vulner...