Tencent Cloud Developer
Jan 23, 2024 · Information Security
Metis: Understanding and Enhancing In-Network Regular Expressions
Metis combines deterministic finite automata conversion, byte‑level RNN training, and knowledge‑distilled random‑forest models to replace traditional regex matching on resource‑constrained network devices, delivering comparable accuracy while achieving up to 74× higher throughput and significant resource savings in DDoS protection and P4 forwarding.
Anomaly DetectionIn-Network ComputingNeurIPS 2023
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