GANI: Global Attacks on Graph Neural Networks via Imperceptible Node
Injections

GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections

23 October 2022

Papers citing "GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections"

11 / 11 papers shown

Title
Quantifying the Noise of Structural Perturbations on Graph Adversarial Attacks Junyuan Fang Han Yang Haixian Wen Jiajing Wu Zibin Zheng Chi K. Tse AAML 46 0 0 29 Apr 2025
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection Mingqing Zhang Qiang Liu Xiang Tao Shu Wu Liang Wang 22 0 0 07 Apr 2025
Efficient Parallel Genetic Algorithm for Perturbed Substructure Optimization in Complex Network Shanqing Yu Meng Zhou Jintao Zhou M. Zhao Yidan Song Yao Lu Zeyu Wang Qi Xuan 29 0 0 31 Dec 2024
GraphMU: Repairing Robustness of Graph Neural Networks via Machine Unlearning Tao Wu Xinwen Cao Chao Wang Shaojie Qiao Xingping Xian Lin Yuan Canyixing Cui Yanbing Liu AAML 42 1 0 19 Jun 2024
AGSOA:Graph Neural Network Targeted Attack Based on Average Gradient and Structure Optimization Yang Chen Bin Zhou AAML 42 0 0 19 Jun 2024
Node Injection Attack Based on Label Propagation Against Graph Neural Network Peican Zhu Zechen Pan Keke Tang Xiaodong Cui Jinhuan Wang Qi Xuan AAML 24 3 0 29 May 2024
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level Runlin Lei Yuwei Hu Yuchen Ren Zhewei Wei 40 2 0 26 May 2024
Momentum Gradient-based Untargeted Attack on Hypergraph Neural Networks Yang Chen S. Picek Zhonglin Ye Zhaoyang Wang Haixing Zhao 27 0 0 24 Oct 2023
Single Node Injection Label Specificity Attack on Graph Neural Networks via Reinforcement Learning Dayuan Chen Jian Andrew Zhang Yuqian Lv Jinhuan Wang Hongjie Ni Shanqing Yu Zhen Wang Qi Xuan AAML 21 3 0 04 May 2023
Node Injection for Class-specific Network Poisoning Ansh Sharma Rahul Kukreja Mayank Kharbanda Tanmoy Chakraborty AAML GNN 18 12 0 28 Jan 2023
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 169 1,078 0 13 Feb 2020