prakharg24 / tda

Implementation for the paper 'Learning-based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems'

HLSTM-TDA

This is the original implementation of the paper: Learning-based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems. Prakhar Ganesh, Xin Lou, Yao Chen, Rui Tan, David K.Y. Yau, Deming Chen, Marianne Winslett, IEEE TSG 2021 [Link](https://ieeexplore.ieee.org/document/9352977)

Citation

If you find this paper and code useful, please cite our work. The bibtex is listed below:

@article{ganesh2021learning,
  title={Learning-based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems},
  author={Ganesh, Prakhar and Lou, Xin and Chen, Yao and Tan, Rui and Yau, David KY and Chen, Deming and Winslett, Marianne},
  journal={IEEE Transactions on Smart Grid},
  year={2021},
  publisher={IEEE}
}

Setup and Reproducibility

Please refer to README inside the folder code for more details.

Acknowledgement

The dataset used in our paper, and this repository, was created using tools provided by Thermopower and Powerworld.