SecureVibeBench: Evaluating Secure Coding Capabilities of Code Agents with Realistic Vulnerability Scenarios

1. 1Identify realistic vulnerability scenarios introduced by human developers
2. 2Develop a benchmark to evaluate secure coding capabilities of code agents
3. 3Compare the performance of code agents with human developers in introducing vulnerabilities
4. 4Analyze the results to improve the security of code generated by code agents

Software engineers and security teams benefit from this benchmark as it helps assess the security risks of code generated by large language model-powered code agents

💡 Existing benchmarks fail to capture realistic vulnerability scenarios, making it difficult to compare human and agent performance

🚨 Introducing SecureVibeBench: Evaluating secure coding capabilities of code agents with realistic vulnerability scenarios 🚨