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VulReaD: KG-Guided Vulnerability Reasoning

VulReaD: KG-Guided Vulnerability Reasoning
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What Changed

Knowledge graph for semantic reasoning

Why It Matters

Improves interpretability and CWE coverage in software vulnerability detection. Outperforms DL baselines with LLMs.

What To Do Next

Evaluate benchmark claims against your own use cases before adoption.

Who should care:Researchers & Academics
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