Gadi Evron
2 indexed papers
Recent (6 mo)
2With code
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0Publications per year
226
Top categories
Crypto×2ML×1
Frequent co-authors
Research Timeline
2026
OpenAnt: LLM-Powered Vulnerability Discovery Through Code Decomposition, Adversarial Verification, and Dynamic Testing
This paper presents OpenAnt, a system for automated vulnerability discovery in large codebases using a multi-stage pipeline combining static analysis and large language models.
Where AI Vulnerability Discovery Harnesses Go Quiet: Structural False Negatives and Hidden Vulnerabilities
This paper identifies and categorizes vulnerabilities in LLM-based vulnerability discovery harnesses and proposes design principles for accurate reporting.
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Papers
cs.CREmpiricalRecentOct 21, 2026
Where AI Vulnerability Discovery Harnesses Go Quiet: Structural False Negatives and Hidden Vulnerabilities
This paper identifies and categorizes vulnerabilities in LLM-based vulnerability discovery harnesses and proposes design principles for accurate reporting.
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cs.CRcs.LGEmpirical