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SCOUT: LLM-Driven Vulnerability Detection via Interactive Repository Exploration

Detecting software vulnerabilities requires understanding not only the target code but also its broader repository context. Existing LLM-based approaches either operate on isolated functions or rely on heavyweight program analysis such as Code Property Graphs, leaving them caught between insufficien...

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Bibliografiske detaljer
Principais autores: Heping Gao, Di Zhang, Liyan Chen
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2026-01-01
Serier:IEEE Access
Fag:
Online adgang:https://ieeexplore.ieee.org/document/11551552/
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