LLM-generated dynamic analysis harnesses for Autoware rarely compile or link against the real build, no weakness was confirmed, and build integration, not fuzzing, is the binding constraint.
https://codeql.github.com/, 2026, accessed
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LLM-Assisted Dynamic Threat Analysis for Attacker-Reachable Software Weaknesses in Autonomous Vehicles
LLM-generated dynamic analysis harnesses for Autoware rarely compile or link against the real build, no weakness was confirmed, and build integration, not fuzzing, is the binding constraint.