13 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.CR2026★ 1 cited
REBENCH: A Procedural, Fair-by-Construction Benchmark for LLMs on Stripped-Binary Types and Names (Extended Version)
Jun Yeon Won, Xin Jin, Shiqing Ma +1
Large Language Models (LLMs) have achieved remarkable progress in recent years, driving their adoption across a wide range of domains, including computer security. In reverse engin…
cs.CR2025★ 1 cited
JsDeObsBench: Measuring and Benchmarking LLMs for JavaScript Deobfuscation
Guoqiang Chen, Xin Jin, Zhiqiang Lin
Deobfuscating JavaScript (JS) code poses a significant challenge in web security, particularly as obfuscation techniques are frequently used to conceal malicious activities within…
cs.CR2023★ 13 cited
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models
Xin Jin, Jonathan Larson, Weiwei Yang +1
Binary code summarization, while invaluable for understanding code semantics, is challenging due to its labor-intensive nature. This study delves into the potential of large langua…