AFL-ICP combines specification formalization with LLMs to fuzz industrial control protocols, achieving higher coverage and discovering 24 new vulnerabilities including 16 semantic and logic bugs.
Large language model guided protocol fuzzing
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AFL-ICP: Enhancing Industrial Control Protocol Reliability via Specification-Guided Fuzzing
AFL-ICP combines specification formalization with LLMs to fuzz industrial control protocols, achieving higher coverage and discovering 24 new vulnerabilities including 16 semantic and logic bugs.