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botM to netsecEnglish · 1 month ago

Frame Grounding LLM Vulnerability Detection with a Sound Separation-Logic Core

lambdasec.github.io

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Frame Grounding LLM Vulnerability Detection with a Sound Separation-Logic Core

lambdasec.github.io

botM to netsecEnglish · 1 month ago
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Frame: Grounding LLM Vulnerability Detection with a Sound Separation-Logic Core — Lambda Security
lambdasec.github.io
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Frame is a neuro-symbolic SAST that pairs a sound separation-logic core with a verified, tiered LLM layer. On the Endor Labs real-world corpus it reaches 0.67 recall at 0.51 precision versus Semgrep's 0.52/0.40, finding around 65 vulnerabilities across Java, JS/TS, and C# that both a symbolic engine and Semgrep miss.
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