Clustered Federated Learning With Adaptive Local Differential Privacy on Heterogeneous IoT Data
Author:
Affiliation:
1. Department of Computer Science, Jinan University, Guangzhou, China
2. Department of Computer Science, Georgia State University, Atlanta, GA, USA
Funder
Guangzhou Basic and Applied Basic Research Project
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing
Link
http://xplorestaging.ieee.org/ielx7/6488907/10375273/10210010.pdf?arnumber=10210010
Reference48 articles.
1. A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications
2. Enabling Cognitive Smart Cities Using Big Data and Machine Learning: Approaches and Challenges
3. FedMood: Federated learning on mobile health data for mood detection;Xu;arXiv:2102.09342,2021
4. Federated Multi-view Learning for Private Medical Data Integration and Analysis
5. Inference Attacks and Controls on Genotypes and Phenotypes for Individual Genomic Data
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