An Enhanced Federated Machine Learning Approach for Decentralized Water Contamination Detection Book Chapter

Kumar, Raja, Soni, Jayesh, Upadhyay, Himanshu. (2026). An Enhanced Federated Machine Learning Approach for Decentralized Water Contamination Detection . 686 248-263. 10.1007/978-3-032-22545-0_15

cited authors

  • Kumar, Raja; Soni, Jayesh; Upadhyay, Himanshu

authors

publication date

  • January 1, 2026

keywords

  • Anomaly detection
  • Computer Science
  • Computer Science, Information Systems
  • Computer Science, Interdisciplinary Applications
  • Computer Science, Theory & Methods
  • Deep Learning
  • Federated learning
  • LSTM
  • Privacy preservation
  • Science & Technology
  • Technology
  • Water contamination

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

publisher

  • SPRINGER INTERNATIONAL PUBLISHING AG

start page

  • 248

end page

  • 263

volume

  • 686