Power2Picture: Using Generative CNNs for Input Recovery of Neural Network Accelerators through Power Side-Channels on FPGAs

Lukas Huegle, Martin Gotthard, Vincent Meyers, Jonas Krautter, Dennis R. E. Gnad, Mehdi B. Tahoori. Power2Picture: Using Generative CNNs for Input Recovery of Neural Network Accelerators through Power Side-Channels on FPGAs. In 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2023, Marina Del Rey, CA, USA, May 8-11, 2023. pages 155-161, IEEE, 2023. [doi]

@inproceedings{HuegleGMKGT23,
  title = {Power2Picture: Using Generative CNNs for Input Recovery of Neural Network Accelerators through Power Side-Channels on FPGAs},
  author = {Lukas Huegle and Martin Gotthard and Vincent Meyers and Jonas Krautter and Dennis R. E. Gnad and Mehdi B. Tahoori},
  year = {2023},
  doi = {10.1109/FCCM57271.2023.00025},
  url = {https://doi.org/10.1109/FCCM57271.2023.00025},
  researchr = {https://researchr.org/publication/HuegleGMKGT23},
  cites = {0},
  citedby = {0},
  pages = {155-161},
  booktitle = {31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2023, Marina Del Rey, CA, USA, May 8-11, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-1205-8},
}