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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]

Authors

Lukas Huegle

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Martin Gotthard

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Vincent Meyers

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Jonas Krautter

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Dennis R. E. Gnad

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Mehdi B. Tahoori

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