no code implementations • 5 Feb 2022 • Takayuki Osakabe, MaungMaung AprilPyone, Sayaka Shiota, Hitoshi Kiya
Deep neural network (DNN) models are wellknown to easily misclassify prediction results by using input images with small perturbations, called adversarial examples.
no code implementations • 1 Dec 2020 • Takayuki Osakabe, Miki Tanaka, Yuma Kinoshita, Hitoshi Kiya
In this paper, we propose a novel CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection.