aiqbench analysis

This white paper outlines Huawei's AIFW architecture, which integrates AI inference directly into firewall hardware to accelerate post-quantum cryptography and rule matching. The approach leverages native hardware-software synergy to ensure carrier-grade reliability and rapid recovery against severe network attacks. By embedding security resilience at the engine level, the system aims to maintain core operations during outages or exploits without interruption.