Honeyval evaluates LLM HTTP honeypots with AI attackers and shows they produce longer interactions, lower detection rates, and cost advantages over rule-based baselines.
Beekeeper: Accelerating honeypot analysis with llm-driven feedback.IEEE Access, 13:168034–168054, 2025
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Honeyval: A Comprehensive Evaluation Framework for LLM-powered HTTP Honeypots
Honeyval evaluates LLM HTTP honeypots with AI attackers and shows they produce longer interactions, lower detection rates, and cost advantages over rule-based baselines.