1 publication

• Published Subscription Original Research 11 Sep 2024

  Federated Learning: A Comprehensive Review of Models, Algorithms, and Business Applications

  By Nagendra Pratap Singh, Mamata Singh

  Abstract: In an age where data privacy is a significant concern, federated learning (FL) has become a game-changing method in machine learning. This decentralized model enables various parties to work together on training models without exchanging their raw data, effectively tackling the issues posed by data silos and privacy regulations. This article explores the current state of FL, including its underlying models and algorithms, practical applications, benefits, challenges, and future directions. …

  Published in Current Trends in Information Technology · Vol. 14, Issue 3, 2024 · pp. 1–9 Read article →