Adversarial Robustness of Similarity-Based Link Prediction

3 September 2019

Papers citing "Adversarial Robustness of Similarity-Based Link Prediction"

8 / 8 papers shown

Title
FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification Yulin Zhu Liang Tong Gaolei Li Xiapu Luo Kai Zhou 35 5 0 25 Oct 2022
Adversarial Robustness of Probabilistic Network Embedding for Link Prediction Xi Chen Bo Kang Jefrey Lijffijt T. D. Bie AAML 25 2 0 05 Jul 2021
Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective Lun Du Xu Chen Fei Gao Qiang Fu Kunqing Xie Shi Han Dongmei Zhang 20 12 0 17 May 2021
Robust Collective Classification against Structural Attacks Kai Zhou Yevgeniy Vorobeychik AAML 6 10 0 26 Jul 2020
AN-GCN: An Anonymous Graph Convolutional Network Defense Against Edge-Perturbing Attack Ao Liu Beibei Li Tao Li Pan Zhou Rui Wang AAML 27 0 0 06 May 2020
A Survey of Adversarial Learning on Graphs Liang Chen Jintang Li Jiaying Peng Tao Xie Zengxu Cao Kun Xu Xiangnan He Zibin Zheng Bingzhe Wu AAML 24 84 0 10 Mar 2020
Certifiable Robustness to Graph Perturbations Aleksandar Bojchevski Stephan Günnemann AAML 28 123 0 31 Oct 2019
Adversarial Attack and Defense on Graph Data: A Survey Lichao Sun Yingtong Dou Carl Yang Ji Wang Yixin Liu Philip S. Yu Lifang He Yangqiu Song GNN AAML 25 276 0 26 Dec 2018