VertexSerum: Poisoning Graph Neural Networks for Link Inference

2 August 2023

Papers citing "VertexSerum: Poisoning Graph Neural Networks for Link Inference"

7 / 7 papers shown

Title
Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution Environment Ruyi Ding Tianhong Xu A. A. Ding Yunsi Fei FedML 31 0 0 20 Feb 2025
Link Stealing Attacks Against Inductive Graph Neural Networks Yixin Wu Xinlei He Pascal Berrang Mathias Humbert Michael Backes Neil Zhenqiang Gong Yang Zhang 21 2 0 09 May 2024
Inferring Properties of Graph Neural Networks Dat Nguyen Hieu M. Vu Cong-Thanh Le Bach Le David Lo Singapore Management University Corina Pasareanu University of Melbourne AI4CE AAML 15 1 0 08 Jan 2024
Amplifying Membership Exposure via Data Poisoning Yufei Chen Chao Shen Yun Shen Cong Wang Yang Zhang AAML 35 19 0 01 Nov 2022
Membership Inference Attack on Graph Neural Networks Iyiola E. Olatunji Wolfgang Nejdl Megha Khosla AAML 26 96 0 17 Jan 2021
Stealing Links from Graph Neural Networks Xinlei He Jinyuan Jia Michael Backes Neil Zhenqiang Gong Yang Zhang AAML 53 164 0 05 May 2020
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... J. Zhao Haotong Zhang Alex Smola Jinyang Li Zheng-Wei Zhang AI4CE GNN 179 731 0 03 Sep 2019