3 citations · 7 across the 5 of their papers we have counts for
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cs.LG2022★ 3 cited
Nowhere to Hide: A Lightweight Unsupervised Detector against Adversarial Examples
Hui Liu, Bo Zhao, Kehuan Zhang +1
Although deep neural networks (DNNs) have shown impressive performance on many perceptual tasks, they are vulnerable to adversarial examples that are generated by adding slight but…
cs.CV2022★ 1 cited
Towards Understanding and Harnessing the Effect of Image Transformation in Adversarial Detection
Hui Liu, Bo Zhao, Yuefeng Peng +2
Deep neural networks (DNNs) are threatened by adversarial examples. Adversarial detection, which distinguishes adversarial images from benign images, is fundamental for robust DNN-…