aiqbench analysis

This white paper outlines a strategic shift from traditional rule-based security to AI-native defense mechanisms specifically designed to mitigate emerging threats like prompt injection and data leakage in LLM environments. By integrating semantic understanding with post-quantum cryptography capabilities, Huawei's AIFW architecture addresses the unique risk landscape created by scaling AI agents and compute clusters.