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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Zhengzi Xu

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3 papers indexed here

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Open access Oct 2026

Beyond Similarity Scores: Evidence-Based Third-Party Library Detection for C/C++ Binaries

Detecting third-party libraries (TPLs) in C/C++ binaries is essential for software supply chain security, enabling vulnerability identification and license compliance. Existing methods predominantly rely on similarity matching: extracting features from binaries and comparing them against library databases. However, sim...

Cheng-Yue Liu, Zheng-Zi Xu, Lyuye Zhang et al. · 0 citations
Open access Oct 2026

From Similarity Ranking to Definitive Verdict: LLM-Enhanced Source-to-Binary Function Localization

Locating a known source function in a stripped binary is a prerequisite for many security and software engineering tasks, including Software Composition Analysis (SCA) false-positive elimination, patch presence verification, malware analysis, code plagiarism detection, and license compliance auditing. We formalize this...

Jing-Yi Shi, Cheng-Yue Liu, Zheng-Zi Xu et al. · 0 citations
Book Open access Apr 2026

Semantic-Enhanced Automatic Refinement of Architecture Recovery Results Using LLMs

SemRef, a framework that combines LLMs with dependency analysis to automatically refine architectures recovered by existing architecture recovery tools, is introduced, which improves accuracy across various metrics and enhances both the accuracy and the comprehension of recovered architectures.

Yi-Ran Zhang, Chengwei Liu, Yu-Qiang Sun et al. · 1 citation

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