OSS-CRS: Liberating AIxCC Cyber Reasoning Systems for Real-World Open-Source Security

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• OSS-CRS is an open, locally deployable framework for running and combining cyber reasoning system techniques against real-world open-source projects.method 95%
• All seven open-sourced cyber reasoning systems from the AIxCC competition remain largely unusable outside their original teams due to dependency on a now-defunct competition cloud infrastructure.limitation 90%
• The OSS-CRS framework was validated by porting the first-place AIxCC system (Atlantis) and discovering 10 previously unknown bugs across 8 OSS-Fuzz projects.result 95%
• Three of the 10 bugs discovered by OSS-CRS were of high severity.result 90%
• OSS-CRS demonstrates competitive performance for vulnerability discovery without requiring the original cloud infrastructure.result 85%
• A limitation of OSS-CRS is its dependency on Docker for containerization.limitation 90%
• OSS-CRS addresses a critical gap by making advanced AI-driven security tools applicable to real-world open-source projects without dependency on specific cloud infrastructures.technical 85%
• The framework includes budget-aware resource management capabilities.technical 90%

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