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Song-Tao Yang

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Book Open access Oct 2026

Are Reasoning Traces Faithful in LLM-Based Code Vulnerability Detection?

Reasoning traces generated by large language models (LLMs) provide interpretability by exposing the factors that purportedly support their predictions. Such interpretability is important because model decisions may rely on spurious factors, and it can help practitioners identify such reliance and respond appropriately....

Jia-Lai Wang, Jun-Chen Lu, Song-Tao Yang et al. · 0 citations
Open access Oct 2026

CLASScanner: Efficient C++ Class Recovery from Binaries Driven by Object Flow Graphs

C++ class recovery is fundamental to reverse engineering, serving as a basis for critical downstream tasks such as vulnerability analysis, malware comprehension, and decompiler output optimization. Existing approaches face several challenges, including dependency on virtual function tables and a lack of support for non...

Jia-Min Wang, Gong-Ming Wang, Song-Tao Yang et al. · 0 citations

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