A logic-based verifier using temporal annotated logic raises the share of LLM-proposed vulnerability exploration paths that satisfy domain knowledge from 78% to 98%.
Making Sense of Conflicting (Defeasible) Rules in the Controlled Natural Language ACE : Design of a System with Support for Existential Quantification Using Skolemization
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EntailLLM: Verifying LLM-Generated Vulnerability Discovery Paths with Domain Knowledge via Logic Programming
A logic-based verifier using temporal annotated logic raises the share of LLM-proposed vulnerability exploration paths that satisfy domain knowledge from 78% to 98%.