AICCE: AI-Driven Compliance Checker Engine

Summary

Researchers present AICCE, a generative system that automates IPv6 protocol compliance checking by combining retrieval-augmented generation with dual-architecture reasoning. It runs an explainability mode with parallel LLM agents that debate decisions, and a script execution mode that converts specification clauses into Python rules for dataset-wide verification. Tested on IPv6 packet samples across 16 generative models, it reports accuracy and F1-scores of up to 99%.