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SecGNN: Privacy-Preserving Graph Neural Network Training and Inference
  as a Cloud Service

SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service

16 February 2022
Songlei Wang
Yifeng Zheng
Xiaohua Jia
    GNN
ArXivPDFHTML

Papers citing "SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service"

8 / 8 papers shown
Title
Use of Graph Neural Networks in Aiding Defensive Cyber Operations
Use of Graph Neural Networks in Aiding Defensive Cyber Operations
Shaswata Mitra
Trisha Chakraborty
Subash Neupane
Aritran Piplai
Sudip Mittal
AAML
42
3
0
11 Jan 2024
A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and
  Applications
A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications
Yi Zhang
Yuying Zhao
Zhaoqing Li
Xueqi Cheng
Yu-Chiang Frank Wang
Olivera Kotevska
Philip S. Yu
Tyler Derr
26
10
0
31 Aug 2023
OblivGM: Oblivious Attributed Subgraph Matching as a Cloud Service
OblivGM: Oblivious Attributed Subgraph Matching as a Cloud Service
Songlei Wang
Yifeng Zheng
Xiaohua Jia
Hejiao Huang
Cong Wang
33
13
0
08 Sep 2022
Trustworthy Graph Neural Networks: Aspects, Methods and Trends
Trustworthy Graph Neural Networks: Aspects, Methods and Trends
He Zhang
Bang Wu
Xingliang Yuan
Shirui Pan
Hanghang Tong
Jian Pei
45
104
0
16 May 2022
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU
Sijun Tan
Brian Knott
Yuan Tian
David J. Wu
BDL
FedML
57
183
0
22 Apr 2021
Lightweight Techniques for Private Heavy Hitters
Lightweight Techniques for Private Heavy Hitters
Dan Boneh
Elette Boyle
Henry Corrigan-Gibbs
N. Gilboa
Yuval Ishai
26
105
0
29 Dec 2020
CrypTFlow2: Practical 2-Party Secure Inference
CrypTFlow2: Practical 2-Party Secure Inference
Deevashwer Rathee
Mayank Rathee
Nishant Kumar
Nishanth Chandran
Divya Gupta
Aseem Rastogi
Rahul Sharma
87
301
0
13 Oct 2020
CrypTFlow: Secure TensorFlow Inference
CrypTFlow: Secure TensorFlow Inference
Nishant Kumar
Mayank Rathee
Nishanth Chandran
Divya Gupta
Aseem Rastogi
Rahul Sharma
99
235
0
16 Sep 2019
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