2 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.CR2019★ 2 cited
A New Ensemble Method for Concessively Targeted Multi-model Attack
Ziwen He, Wei Wang, Xinsheng Xuan +2
It is well known that deep learning models are vulnerable to adversarial examples crafted by maliciously adding perturbations to original inputs. There are two types of attacks: ta…
cs.CV2019★ 2 cited
Scalable Fine-grained Generated Image Classification Based on Deep Metric Learning
Xinsheng Xuan, Bo Peng, Wei Wang +1
Recently, generated images could reach very high quality, even human eyes could not tell them apart from real images. Although there are already some methods for detecting generate…
cs.CV2019
On the generalization of GAN image forensics
Xinsheng Xuan, Bo Peng, Wei Wang +1
Recently the GAN generated face images are more and more realistic with high-quality, even hard for human eyes to detect. On the other hand, the forensics community keeps on develo…