73 citations · 84 across the 4 of their papers we have counts for
4 papers
Enhancing Function Name Prediction using Votes-Based Name Tokenization and Multi-Task Learning
Xiaoling Zhang, Zhengzi Xu, Shouguo Yang +3
Reverse engineers would acquire valuable insights from descriptive function names, which are absent in publicly released binaries. Recent advances in binary function name predictio…
Understand Code Style: Efficient CNN-based Compiler Optimization Recognition System
Shouguo Yang, Zhiqiang Shi, Guodong Zhang +3
Compiler optimization level recognition can be applied to vulnerability discovery and binary analysis. Due to the exists of many different compilation optimization options, the dif…
Asteria-Pro: Enhancing Deep-Learning Based Binary Code Similarity Detection by Incorporating Domain Knowledge
Shouguo Yang, Chaopeng Dong, Yang Xiao +4
The widespread code reuse allows vulnerabilities to proliferate among a vast variety of firmware. There is an urgent need to detect these vulnerable code effectively and efficientl…
Asteria: Deep Learning-based AST-Encoding for Cross-platform Binary Code Similarity Detection
Shouguo Yang, Long Cheng, Yicheng Zeng +3
Binary code similarity detection is a fundamental technique for many security applications such as vulnerability search, patch analysis, and malware detection. There is an increasi…