Secure Decentralized Image Classification With Multiparty Homomorphic Encryption-Reference-Cited by-同舟云学术

Secure Decentralized Image Classification With Multiparty Homomorphic Encryption

Published:2023-07 Issue:7 Volume:33 Page:3185-3198
ISSN:1051-8215
Container-title:IEEE Transactions on Circuits and Systems for Video Technology
language:
Short-container-title:IEEE Trans. Circuits Syst. Video Technol.

Author:

Xu Guowen¹^ORCID,Li Guanlin¹^ORCID,Guo Shangwei²^ORCID,Zhang Tianwei¹^ORCID,Li Hongwei³^ORCID

Affiliation:

1. School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore

2. College of Computer Science, Chongqing University, Chongqing, China

3. School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China

Funder

Singapore Ministry of Education (MOE) Academic Research Fund (AcRF) Tier—1

Nanyang Technological University (NTU)—DESAY SV Research Program

NTU Start-Up Grant, Singapore Ministry of Education (MOE) AcRF Tier—2

Singapore National Research Foundation (NRF) under its National Cybersecurity Research and Development Program

NRF Investigatorship

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Media Technology

Link

http://xplorestaging.ieee.org/ielx7/76/10170754/10006830.pdf?arnumber=10006830

Reference63 articles.

1. Differentially private meta-learning;li;Proc ICLR,2020

2. Efficient RSA Key Generation and Threshold Paillier in the Two-Party Setting

3. Scalable Privacy-Preserving Distributed Learning

4. Can decentralized algorithms outperform centralized algorithms? A case study for decentralized parallel stochastic gradient descent;lian;Proc NIPS,2017

5. Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning

Cited by 8 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Secure Audio Classification for Voice Assistants: A Multi-Party Homomorphic Approach;2024 16th International Conference on Human System Interaction (HSI);2024-07-08

2. Cryptanalysis and security evaluation of optimized algorithms for image encryption in deep optimal network;International Journal of Information Technology;2024-05-05

3. Data Protection Issues in Automated Decision-Making Systems Based on Machine Learning: Research Challenges;Network;2024-03-01

4. Research on Local Fingerprint Image Differential Privacy Protection Method Based on Clustering Algorithm and Regression Algorithm Segmentation Image;IEEE Access;2024

5. FedAA: Using Non-sensitive Modalities to Improve Federated Learning while Preserving Image Privacy;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26