Federated Graph Analytics with Differential Privacy

Federated Graph Analytics with Differential Privacy

31 May 2024

Yang Cao

Tsubasa Takahashi

Masatoshi Yoshikawa

Papers citing "Federated Graph Analytics with Differential Privacy"

5 / 5 papers shown

Title
Cross-silo Federated Learning with Record-level Personalized Differential Privacy Junxu Liu Jian Lou Li Xiong Jinfei Liu Xiaofeng Meng 31 5 0 29 Jan 2024
Secure Shapley Value for Cross-Silo Federated Learning (Technical Report) Shuyuan Zheng Yang Cao Masatoshi Yoshikawa FedML 69 24 0 11 Sep 2022
Communication-Efficient Triangle Counting under Local Differential Privacy Jacob Imola Takao Murakami Kamalika Chaudhuri 34 31 0 13 Oct 2021
Community Preserved Social Graph Publishing with Node Differential Privacy Sen Zhang Weiwei Ni Nan Fu 38 17 0 05 Jan 2021
Locally Differentially Private Analysis of Graph Statistics Jacob Imola Takao Murakami Kamalika Chaudhuri 70 93 0 17 Oct 2020