DynamicFL: Balancing Communication Dynamics and Client Manipulation for Federated Learning

Author:

Chen Bocheng1,Ivanov Nikolay1,Wang Guangjing1,Yan Qiben1

Affiliation:

1. Michigan State University,Computer Science & Engineering,East Lansing,USA

Funder

National Science Foundation

Publisher

IEEE

Reference44 articles.

1. Graph Learning for Interactive Threat Detection in Heterogeneous Smart Home Rule Data

2. Black-box queryefficient audio adversarial attack via split-second phoneme injection;guo;Proceedings of the 26th International Symposium on Research in Attacks Intrusions and Defenses,2023

3. Federated threat detection for smart home iot rules;wang;International Workshop on Federated Learning for Distributed Data Mining,2023

4. A Deep Learning Approach for Energy Efficient Computational Offloading in Mobile Edge Computing

5. Oort: Efficient Federated Learning via Guided Participant Selection;lai;Proceedings of USENIX OSDI,2021

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1. Multi-Turn Hidden Backdoor in Large Language Model-powered Chatbot Models;Proceedings of the 19th ACM Asia Conference on Computer and Communications Security;2024-07

2. Fuzzy-Based Client Selection for Enhanced Model Convergence in Federated Learning;2024 6th International Conference on Communications, Information System and Computer Engineering (CISCE);2024-05-10

3. FedPrime: An Adaptive Critical Learning Periods Control Framework for Efficient Federated Learning in Heterogeneity Scenarios;Lecture Notes in Computer Science;2024

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