NEURIPS "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 2025posterarXiv:2505.15216
9
citations

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

Yuzhou Nie, Zhun Wang, Yu Yang et al.

NEURIPS 2025poster

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

Litao Li, Leo Song, Steven Ding et al.

NEURIPS 2025poster