19 citations · 33 across the 7 of their papers we have counts for
4 papers · 1 filter
A semantic backdoor attack against Graph Convolutional Networks
Jiazhu Dai, Zhipeng Xiong
Graph convolutional networks (GCNs) have been very effective in addressing the issue of various graph-structured related tasks. However, recent research has shown that GCNs are vul…
A Targeted Universal Attack on Graph Convolutional Network
Jiazhu Dai, Weifeng Zhu, Xiangfeng Luo
Graph-structured data exist in numerous applications in real life. As a state-of-the-art graph neural network, the graph convolutional network (GCN) plays an important role in proc…
An Evasion Attack against Stacked Capsule Autoencoder
Jiazhu Dai, Siwei Xiong
Capsule network is a type of neural network that uses the spatial relationship between features to classify images. By capturing the poses and relative positions between features,…
Fast-UAP: An Algorithm for Speeding up Universal Adversarial Perturbation Generation with Orientation of Perturbation Vectors
Jiazhu Dai, Le Shu
Convolutional neural networks (CNN) have become one of the most popular machine learning tools and are being applied in various tasks, however, CNN models are vulnerable to univers…