Network Security

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Our research focuses on making large-scale networked systems resilient, measurable, smart, and secure by design.

Representative References

  1. Learning with Semantics: Towards a Semantics-Aware Routing Anomaly Detection System . Sec24 , 2024.
  2. Dynamic Network Security Function Enforcement via Joint Flow and Function Scheduling . IEEE Transactions on Information Forensics and Security (TIFS) 2022 , 2022.
  3. CertTA: Certified Robustness Made Practical for Learning-Based Traffic Analysis . Sec25 , 2025.
  4. Brain-on-Switch: Towards Advanced Intelligent Network Dataplane via NN-Driven Traffic Analysis at Line-Speed . NSDI24 , 2024.