Unveiling the Role of Message Passing in Dual-Privacy Preservation on GNNs

25 August 2023

Papers citing "Unveiling the Role of Message Passing in Dual-Privacy Preservation on GNNs"

6 / 6 papers shown

Title
LinkThief: Combining Generalized Structure Knowledge with Node Similarity for Link Stealing Attack against GNN Yuxing Zhang Siyuan Meng Chunchun Chen Mengyao Peng Hongyan Gu Xinli Huang 24 1 0 01 Oct 2024
Conformalized Link Prediction on Graph Neural Networks Tianyi Zhao Jian Kang Lu Cheng 29 6 0 26 Jun 2024
A Survey on Safe Multi-Modal Learning System Tianyi Zhao Liangliang Zhang Yao Ma Lu Cheng 52 7 0 08 Feb 2024
Towards Private Learning on Decentralized Graphs with Local Differential Privacy Wanyu Lin Baochun Li Cong Wang FedML 25 43 0 23 Jan 2022
Membership Inference Attack on Graph Neural Networks Iyiola E. Olatunji Wolfgang Nejdl Megha Khosla AAML 34 96 0 17 Jan 2021
Contextual Stochastic Block Models Y. Deshpande Andrea Montanari Elchanan Mossel S. Sen 98 151 0 23 Jul 2018