We propose VersaGuardian, which introduces the Dynamic Mode Decomposition technique to MTS anomaly detection for diverse types of MTS in a rapidly initialized, computationally efficient manner.

VersaGuardian paper is published in IEEE Transactions on Networking 2025. If you use VersaGuardian, we would appreciate citations to the following paper:

Real-Time Anomaly Detection for Large-Scale Network Devices.

By Lei Tao, Minghua Ma, Shenglin Zhang, Dan Pei, et.al.

BibTex:

@ARTICLE{VersaGuardian,
  author={Tao, Lei and Ma, Minghua and Zhang, Shenglin and Kuang, Junhua and Guo, Xiao-Wei and Yang, Canqun and Pei, Dan},
  journal={IEEE Transactions on Networking}, 
  title={Real-Time Anomaly Detection for Large-Scale Network Devices}, 
  year={2025},
  pages={1-12},
  doi={10.1109/TON.2025.3529861}
}