"vulnerability detection" Papers

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BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems

Andy Zhang, Joey Ji, Celeste Menders et al.

NEURIPS 2025arXiv:2505.15216

SECODEPLT: A Unified Benchmark for Evaluating the Security Risks and Capabilities of Code GenAI

Yuzhou Nie, Zhun Wang, Yu Yang et al.

Transforming Generic Coder LLMs to Effective Binary Code Embedding Models for Similarity Detection

Litao Li, Leo Song, Steven Ding et al.