2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CV2022
FG-UAP: Feature-Gathering Universal Adversarial Perturbation
Zhixing Ye, Xinwen Cheng, Xiaolin Huang
Deep Neural Networks (DNNs) are susceptible to elaborately designed perturbations, whether such perturbations are dependent or independent of images. The latter one, called Univers…
cs.LG2021★ 2 cited
Dominant Patterns: Critical Features Hidden in Deep Neural Networks
Zhixing Ye, Shaofei Qin, Sizhe Chen +1
In this paper, we find the existence of critical features hidden in Deep NeuralNetworks (DNNs), which are imperceptible but can actually dominate the outputof DNNs. We call these f…