58 citations · 77 across the 2 of their papers we have counts for
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cs.CV2021★ 19 cited
Simple black-box universal adversarial attacks on medical image classification based on deep neural networks
Kazuki Koga, Kazuhiro Takemoto
Universal adversarial attacks, which hinder most deep neural network (DNN) tasks using only a small single perturbation called a universal adversarial perturbation (UAP), is a real…
cs.CV2020★ 58 cited
Vulnerability of deep neural networks for detecting COVID-19 cases from chest X-ray images to universal adversarial attacks
Hokuto Hirano, Kazuki Koga, Kazuhiro Takemoto
Under the epidemic of the novel coronavirus disease 2019 (COVID-19), chest X-ray computed tomography imaging is being used for effectively screening COVID-19 patients. The developm…