Towards Reasonable Budget Allocation in Untargeted Graph Structure
Attacks via Gradient Debias

Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias

29 March 2023

Lirong Wu

Zicheng Liu

Stan Z. Li

Papers citing "Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias"

14 / 14 papers shown

Title
SFR-GNN: Simple and Fast Robust GNNs against Structural Attacks Xing Ai Guanyu Zhu Yulin Zhu Yu Zheng Gaolei Li Jianhua Li Kai Zhou AAML 26 0 0 29 Aug 2024
Debiased Graph Poisoning Attack via Contrastive Surrogate Objective Kanghoon Yoon Yeonjun In Namkyeong Lee Kibum Kim Chanyoung Park AAML 23 2 0 27 Jul 2024
RIDA: A Robust Attack Framework on Incomplete Graphs Jianke Yu Hanchen Wang Chen Chen Xiaoyang Wang Wenjie Zhang Ying Zhang Ying Zhang Xijuan Liu GNN OOD AAML 36 1 0 25 Jul 2024
AGSOA:Graph Neural Network Targeted Attack Based on Average Gradient and Structure Optimization Yang Chen Bin Zhou AAML 37 0 0 19 Jun 2024
A General Black-box Adversarial Attack on Graph-based Fake News Detectors Peican Zhu Zechen Pan Yang Liu Jiwei Tian Keke Tang Zhen Wang AAML 27 10 0 24 Apr 2024
Collective Certified Robustness against Graph Injection Attacks Y. Lai Bailin Pan Kaihuang Chen Yancheng Yuan Kai Zhou AAML 35 2 0 03 Mar 2024
Node-aware Bi-smoothing: Certified Robustness against Graph Injection Attacks Y. Lai Yulin Zhu Bailin Pan Kai Zhou AAML 36 6 0 07 Dec 2023
Momentum Gradient-based Untargeted Attack on Hypergraph Neural Networks Yang Chen S. Picek Zhonglin Ye Zhaoyang Wang Haixing Zhao 21 0 0 24 Oct 2023
Everything Perturbed All at Once: Enabling Differentiable Graph Attacks Haoran Liu Bokun Wang Jianling Wang Xiangjue Dong Tianbao Yang James Caverlee AAML 26 3 0 29 Aug 2023
Simple and Efficient Partial Graph Adversarial Attack: A New Perspective Guanghui Zhu Meng Chen C. Yuan Y. Huang AAML 18 6 0 15 Aug 2023
Transferable Adversarial Attacks on Vision Transformers with Token Gradient Regularization Jianping Zhang Yizhan Huang Weibin Wu Michael R. Lyu AAML ViT 18 48 0 28 Mar 2023
Improving the Transferability of Adversarial Samples by Path-Augmented Method Jianping Zhang Jen-tse Huang Wenxuan Wang Yichen Li Weibin Wu Xiaosen Wang Yuxin Su Michael R. Lyu AAML 43 50 0 28 Mar 2023
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply Interactions Yun Luo Zihan Liu Stan Z. Li Yue Zhang 8 7 0 08 Feb 2023
What Does the Gradient Tell When Attacking the Graph Structure Zihan Liu Ge Wang Yun Luo Stan Z. Li AAML 9 2 0 26 Aug 2022