Towards Representation Identical Privacy-Preserving Graph Neural Network via Split Learning

13 July 2021

Papers citing "Towards Representation Identical Privacy-Preserving Graph Neural Network via Split Learning"

11 / 11 papers shown

Title
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks Yushun Dong Binchi Zhang Zhenyu Lei Na Zou Jundong Li MU 72 5 0 28 Jul 2024
Use of Graph Neural Networks in Aiding Defensive Cyber Operations Shaswata Mitra Trisha Chakraborty Subash Neupane Aritran Piplai Sudip Mittal AAML 32 3 0 11 Jan 2024
Security Considerations in AI-Robotics: A Survey of Current Methods, Challenges, and Opportunities Subash Neupane Shaswata Mitra Ivan A. Fernandez Swayamjit Saha Sudip Mittal Jingdao Chen Nisha Pillai Shahram Rahimi 16 12 0 12 Oct 2023
SplitGNN: Splitting GNN for Node Classification with Heterogeneous Attention Xiaolong Xu Lingjuan Lyu Yihong Dong Yicheng Lu Weiqiang Wang Hong Jin FedML 25 2 0 27 Jan 2023
Robust Split Federated Learning for U-shaped Medical Image Networks Ziyuan Yang Yingyu Chen Huijie Huangfu Maosong Ran Hui Wang Xiaoxiao Li Yi Zhang OOD FedML 24 10 0 13 Dec 2022
Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks Mengyuan Lee Guanding Yu H. Dai 26 11 0 15 Aug 2022
Trustworthy Graph Neural Networks: Aspects, Methods and Trends He Zhang Bang Wu Xingliang Yuan Shirui Pan Hanghang Tong Jian Pei 41 104 0 16 May 2022
Federated Graph Neural Networks: Overview, Techniques and Challenges R. Liu Pengwei Xing Zichao Deng Anran Li Cuntai Guan Han Yu FedML 27 81 0 15 Feb 2022
Node-Level Differentially Private Graph Neural Networks Ameya Daigavane Gagan Madan Aditya Sinha Abhradeep Thakurta Gaurav Aggarwal Prateek Jain 28 54 0 23 Nov 2021
Releasing Graph Neural Networks with Differential Privacy Guarantees Iyiola E. Olatunji Thorben Funke Megha Khosla 27 44 0 18 Sep 2021
FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning Suyu Ge Fangzhao Wu Chuhan Wu Tao Qi Yongfeng Huang Xing Xie 156 56 0 20 Mar 2020