PrivGraph: Differentially Private Graph Data Publication by Exploiting
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PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information

5 April 2023

Papers citing "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"

17 / 17 papers shown

Title
PSGraph: Differentially Private Streaming Graph Synthesis by Considering Temporal Dynamics Quan Yuan Zhikun Zhang L. Du Min Chen Mingyang Sun Yunjun Gao Michael Backes Shibo He Jiming Chen 75 0 0 16 Dec 2024
SoK: Dataset Copyright Auditing in Machine Learning Systems L. Du Xuanru Zhou M. Chen Chusong Zhang Zhou Su Peng Cheng Jiming Chen Zhikun Zhang MLAU 21 3 0 22 Oct 2024
$S^2$ NeRF: Privacy-preserving Training Framework for NeRF Bokang Zhang Yanglin Zhang Zhikun Zhang Jinglan Yang Lingying Huang Junfeng Wu 51 2 0 03 Sep 2024
Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection Zhiwei Yang Yuecen Wei Haoran Li Qian Li Lei Jiang Li Sun Xiaoyan Yu Chunming Hu Hao Peng 46 2 0 23 Jul 2024
Federated Graph Analytics with Differential Privacy Shang Liu Yang Cao Takao Murakami Weiran Liu Seng Pei Liew Tsubasa Takahashi Jinfei Liu Masatoshi Yoshikawa FedML 24 1 0 31 May 2024
DPAdapter: Improving Differentially Private Deep Learning through Noise Tolerance Pre-training Zihao Wang Rui Zhu Dongruo Zhou Zhikun Zhang John C. Mitchell Haixu Tang XiaoFeng Wang AAML 45 6 0 05 Mar 2024
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning L. Du Min Chen Mingyang Sun Shouling Ji Peng Cheng Jiming Chen Zhikun Zhang OffRL 35 8 0 06 Sep 2023
DPMLBench: Holistic Evaluation of Differentially Private Machine Learning Chengkun Wei Ming-Hui Zhao Zhikun Zhang Min Chen Wenlong Meng Bodong Liu Yuan-shuo Fan Wenzhi Chen 32 11 0 10 May 2023
FACE-AUDITOR: Data Auditing in Facial Recognition Systems Min Chen Zhikun Zhang Tianhao Wang Michael Backes Yang Zhang CVBM 30 14 0 05 Apr 2023
LDPTrace: Locally Differentially Private Trajectory Synthesis Yuntao Du Yujia Hu Zhikun Zhang Ziquan Fang Lu Chen Baihua Zheng Yunjun Gao 23 44 0 13 Feb 2023
PrivTrace: Differentially Private Trajectory Synthesis by Adaptive Markov Model Haiming Wang Zhikun Zhang Tianhao Wang Shibo He Michael Backes Jiming Chen Yang Zhang 38 35 0 02 Oct 2022
Degree-Preserving Randomized Response for Graph Neural Networks under Local Differential Privacy Seira Hidano Takao Murakami 26 8 0 21 Feb 2022
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy L. Du Zhikun Zhang Shaojie Bai Changchang Liu S. Ji Peng Cheng Jiming Chen 93 36 0 14 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 92 0 17 Oct 2020
Multi-scale Attributed Node Embedding Benedek Rozemberczki Carl Allen Rik Sarkar GNN 148 837 0 28 Sep 2019
Communities in Networks M. A. Porter J. Onnela P. Mucha GNN 88 1,071 0 22 Feb 2009