Node-aware Bi-smoothing: Certified Robustness against Graph Injection Attacks

7 December 2023

Papers citing "Node-aware Bi-smoothing: Certified Robustness against Graph Injection Attacks"

4 / 4 papers shown

Title
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
Localized Randomized Smoothing for Collective Robustness Certification Jan Schuchardt Thomas Wollschläger Aleksandar Bojchevski Stephan Günnemann AAML 48 9 0 28 Oct 2022
On Collective Robustness of Bagging Against Data Poisoning Ruoxin Chen Zenan Li Jie Li Chentao Wu Junchi Yan 42 23 0 26 May 2022
Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing Jinyuan Jia Binghui Wang Xiaoyu Cao Neil Zhenqiang Gong AAML 79 81 0 09 Feb 2020