2 papers
cs.CL2026
ReBeCA: Unveiling Interpretable Behavior Hierarchy behind the Iterative Self-Reflection of Language Models with Causal Analysis
Tianqiang Yan, Sihan Shang, Yuheng Li +6
While self-reflection can enhance language model reliability, its underlying mechanisms remain opaque, with existing analyses often yielding correlation-based insights that fail to…
cs.CR2025
A Large Scale Study of AI-based Binary Function Similarity Detection Techniques for Security Researchers and Practitioners
Jingyi Shi, Yufeng Chen, Yang Xiao +10
Binary Function Similarity Detection (BFSD) is a foundational technique in software security, underpinning a wide range of applications including vulnerability detection, malware a…