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most citedSPVR: syntax-to-prompt vulnerability repair based on large language models

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cs.AI2025

Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data

Xin-Cheng Wen, Yijun Yang, Cuiyun Gao +2

Large language models (LLMs) demonstrate considerable proficiency in numerous coding-related tasks; however, their capabilities in detecting software vulnerabilities remain limited…