CyberForge generates and validates 1,034 synthetic repository-level vulnerabilities that, when used to fine-tune LLM agents, improve real-world patch repair by up to 14.7 points and transfer across languages.
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CyberForge: Verified Vulnerability Injection at Repository Level for Cybersecurity Agent Training
CyberForge generates and validates 1,034 synthetic repository-level vulnerabilities that, when used to fine-tune LLM agents, improve real-world patch repair by up to 14.7 points and transfer across languages.