Facilitating Early-Stage Backdoor Attacks in Federated Learning With Whole Population Distribution Inference
Author:
Affiliation:
1. Intelligent Network Research Institute, Zhejiang Laboratory, Hangzhou, China
2. Department of Computer Science and Software Engineering, Auburn University, Auburn, AL, USA
Funder
United States National Science Foundation
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/ielx7/6488907/10142029/10020185.pdf?arnumber=10020185
Reference52 articles.
1. Assisting Backdoor Federated Learning with Whole Population Knowledge Alignment in Mobile Edge Computing
2. Cisco visual networking index (VNI) complete forecast update, 2017–2022;Barnett
3. Federated learning: Strategies for improving communication efficiency;Konečnỳ;arXiv:1610.05492,2016
4. Communication-efficient learning of deep networks from decentralized data;McMahan
5. Federated learning of out-of-vocabulary words;Chen;arXiv:1903.10635,2019
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1. FLAMINGO: Adaptive and Resilient Federated Meta-Learning against Adversarial Attacks;2024 IEEE 44th International Conference on Distributed Computing Systems Workshops (ICDCSW);2024-07-23
2. Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey;IEEE Communications Surveys & Tutorials;2024
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