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This paper is in the following e-collection/theme issue:

Reviews in AI (155) Machine Learning (3011) Artificial Intelligence (4487) Foundations of AI (90) Applications of AI (815)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/69985, first published .
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Explainable AI Approaches in Federated Learning: Systematic Review

Explainable AI Approaches in Federated Learning: Systematic Review

Authors of this article:

Titus Tunduny1 Author Orcid Image ;   Bernard Shibwabo1 Author Orcid Image
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Journals

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  2. Dai J, Tan X, Ma J. Artificial intelligence in clinical metagenomic pathogen detection: A critical review of pipeline integrations, challenges, and future directions. Journal of Microbiological Methods 2026;247:107592 View

Conference Proceedings

  1. K R, Sankar S, Jenifer.A P, P.Rashmi . 2026 9th International Conference on Trends in Electronics and Informatics (ICOEI). Federated Learning-based Intelligent Intrusion Detection for Secure and Scalable IoT Systems: A Comprehensive Review and Future Directions View