AutoACSL integrates CPG-based static analysis into LLM prompts to synthesize ACSL specs for C programs, reporting 98% generation success and 96% full proof ratio with Gemini-3 on 604 programs, with 24.7-51.7% gains over code-only baselines.
Autodeduct: A tool for automated deductive verification of c code,
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AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis
AutoACSL integrates CPG-based static analysis into LLM prompts to synthesize ACSL specs for C programs, reporting 98% generation success and 96% full proof ratio with Gemini-3 on 604 programs, with 24.7-51.7% gains over code-only baselines.
- Contract Based Verification of Non-functional Requirements for Embedded Automotive C Code