NNLeak: An AI-Oriented DNN Model Extraction Attack through Multi-Stage Side Channel Analysis

Ya Gao, Haocheng Ma, Mingkai Yan, Jiaji He, Yiqiang Zhao, Yier Jin. NNLeak: An AI-Oriented DNN Model Extraction Attack through Multi-Stage Side Channel Analysis. In Asian Hardware Oriented Security and Trust Symposium, AsianHOST 2023, Tianjin, China, December 13-15, 2023. pages 1-6, IEEE, 2023. [doi]

@inproceedings{GaoMYHZJ23,
  title = {NNLeak: An AI-Oriented DNN Model Extraction Attack through Multi-Stage Side Channel Analysis},
  author = {Ya Gao and Haocheng Ma and Mingkai Yan and Jiaji He and Yiqiang Zhao and Yier Jin},
  year = {2023},
  doi = {10.1109/AsianHOST59942.2023.10409396},
  url = {https://doi.org/10.1109/AsianHOST59942.2023.10409396},
  researchr = {https://researchr.org/publication/GaoMYHZJ23},
  cites = {0},
  citedby = {0},
  pages = {1-6},
  booktitle = {Asian Hardware Oriented Security and Trust Symposium, AsianHOST 2023, Tianjin, China, December 13-15, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-4099-0},
}