A RAG-plus-chain-of-thought agent improves BLEU, ROUGE, and WER scores for RTSP packet seed generation over Gemma-2-9B and Llama-3-8B baselines, though the evaluation does not test actual fuzzing effectiveness.
In: 31st USENIX Security Symposium (USENIX Security 22), pp
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Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning
A RAG-plus-chain-of-thought agent improves BLEU, ROUGE, and WER scores for RTSP packet seed generation over Gemma-2-9B and Llama-3-8B baselines, though the evaluation does not test actual fuzzing effectiveness.