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03/27/2023
EMShepherd: Detecting Adversarial Samples via Side-channel Leakage
Deep Neural Networks (DNN) are vulnerable to adversarial perturbations-s...
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03/22/2022
NNReArch: A Tensor Program Scheduling Framework Against Neural Network Architecture Reverse Engineering
Architecture reverse engineering has become an emerging attack against d...
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05/20/2021
DeepStrike: Remotely-Guided Fault Injection Attacks on DNN Accelerator in Cloud-FPGA
As Field-programmable gate arrays (FPGAs) are widely adopted in clouds t...
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05/28/2019
