8 citations · 8 across the 3 of their papers we have counts for
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cs.CV2021
Chromatic and spatial analysis of one-pixel attacks against an image classifier
Janne Alatalo, Joni Korpihalkola, Tuomo Sipola +1
One-pixel attack is a curious way of deceiving neural network classifier by changing only one pixel in the input image. The full potential and boundaries of this attack method are…
cs.CV2020★ 8 cited
One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer
Joni Korpihalkola, Tuomo Sipola, Samir Puuska +1
Computer vision and machine learning can be used to automate various tasks in cancer diagnostic and detection. If an attacker can manipulate the automated processing, the results c…