Acheme Samuel

Federated Machine Learning Solutions: A Systematic Review

2025 · NIPES Journal of Science and Technology Research

Federated machine learning (FL) provides a privacy-preserving alternative to centralized machine learning by enabling collaborative model training without data sharing, yet its cross-domain implementation faces underexplored benefits and challenges. This study addresses these gaps and …