Link Stealing Attacks Against Inductive Graph Neural Networks

Link Stealing Attacks Against Inductive Graph Neural Networks

9 May 2024

Mathias Humbert

Michael Backes

Neil Zhenqiang Gong

Papers citing "Link Stealing Attacks Against Inductive Graph Neural Networks"

4 / 4 papers shown

Title
GRID: Protecting Training Graph from Link Stealing Attacks on GNN Models Jiadong Lou Xu Yuan Rui Zhang Xingliang Yuan Neil Gong N. Tzeng AAML 33 1 0 19 Jan 2025
Sub-optimal Learning in Meta-Classifier Attacks: A Study of Membership Inference on Differentially Private Location Aggregates Yuhan Liu Florent Guépin Igor Shilov Yves-Alexandre de Montjoye 33 0 0 31 Dec 2024
Membership Inference Attack on Graph Neural Networks Iyiola E. Olatunji Wolfgang Nejdl Megha Khosla AAML 34 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