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cs.LG2021
Transfer Learning-Based Model Protection With Secret Key
MaungMaung AprilPyone, Hitoshi Kiya
We propose a novel method for protecting trained models with a secret key so that unauthorized users without the correct key cannot get the correct inference. By taking advantage o…
cs.LG2020
Encryption Inspired Adversarial Defense for Visual Classification
MaungMaung AprilPyone, Hitoshi Kiya
Conventional adversarial defenses reduce classification accuracy whether or not a model is under attacks. Moreover, most of image processing based defenses are defeated due to the…