Transferable Graph Backdoor Attack

Transferable Graph Backdoor Attack

21 June 2022

Papers citing "Transferable Graph Backdoor Attack"

17 / 17 papers shown

Title
A Semantic and Clean-label Backdoor Attack against Graph Convolutional Networks Jiazhu Dai Haoyu Sun AAML 61 0 0 19 Mar 2025
MADE: Graph Backdoor Defense with Masked Unlearning Xiao Lin amd Mingjie Li Mingjie Li Yisen Wang AAML 78 1 0 03 Jan 2025
Backdoor Attack on Vertical Federated Graph Neural Network Learning Jirui Yang Peng Chen Zhihui Lu Ruijun Deng Qiang Duan Jianping Zeng AAML FedML 41 0 0 15 Oct 2024
"No Matter What You Do": Purifying GNN Models via Backdoor Unlearning Jiale Zhang Chengcheng Zhu Bosen Rao Hao Sui Xiaobing Sun Bing Chen Chunyi Zhou Shouling Ji AAML 20 0 0 02 Oct 2024
Krait: A Backdoor Attack Against Graph Prompt Tuning Ying Song Rita Singh Balaji Palanisamy AAML 46 0 0 18 Jul 2024
Backdoor Graph Condensation Jiahao Wu Ning Lu Zeiyu Dai Kun Wang Wenqi Fan Shengcai Liu Qing Li Ke Tang AAML DD 58 5 0 03 Jul 2024
AGSOA:Graph Neural Network Targeted Attack Based on Average Gradient and Structure Optimization Yang Chen Bin Zhou AAML 29 0 0 19 Jun 2024
A Clean-graph Backdoor Attack against Graph Convolutional Networks with Poisoned Label Only Jiazhu Dai Haoyu Sun AAML 26 2 0 19 Apr 2024
Effective backdoor attack on graph neural networks in link prediction tasks Jiazhu Dai Haoyu Sun GNN 35 3 0 05 Jan 2024
Momentum Gradient-based Untargeted Attack on Hypergraph Neural Networks Yang Chen S. Picek Zhonglin Ye Zhaoyang Wang Haixing Zhao 8 0 0 24 Oct 2023
GraphCloak: Safeguarding Task-specific Knowledge within Graph-structured Data from Unauthorized Exploitation Yixin Liu Chenrui Fan Xun Chen Pan Zhou Lichao Sun 43 4 0 11 Oct 2023
Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network F. Liu Siqi Lai Yansong NING Hao Liu AAML FedML 14 3 0 17 Jun 2023
A semantic backdoor attack against Graph Convolutional Networks Jiazhu Dai Zhipeng Xiong AAML 11 3 0 28 Feb 2023
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection Haibin Zheng Haiyang Xiong Hao-Shang Ma Guohan Huang Jinyin Chen 19 13 0 14 Aug 2022
Meta Gradient Adversarial Attack Zheng Yuan Jie M. Zhang Yunpei Jia Chuanqi Tan Tao Xue Shiguang Shan AAML 43 76 0 09 Aug 2021
Variational Co-embedding Learning for Attributed Network Clustering Shuiqiao Yang Sunny Verma Borui Cai Jiaojiao Jiang Kun Yu Fang Chen Shui Yu 8 22 0 15 Apr 2021
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 173 252 0 06 Mar 2020