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titleconferencedate
Toward Repository-Level Program Verification with Large Language ModelsLMPL 20252025-10-12
Introduces a repository-scale verification benchmark RVBench with ~750 proof tasks and >12,000 proof lines drawn from four real Verus projects, and a pipeline…
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A Case Study on the Effectiveness of LLMs in Verification with Proof AssistantsLMPL 20252025-10-12
Evaluation uses two Rocq codebases hs-to-coq (187 proofs) and Verdi (579 proofs), calling LLMs (GPT-4o-mini and DeepSeek/DeepSec family) once per goal and…
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APISan: Sanitizing API Usages through Semantic Cross-CheckingUSENIX Security '162016-08-10
APISan automatically infers correct API usage by mining semantic patterns from code, building relaxed symbolic execution abstractions (api calls, arguments…
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