The rapid increase in data generated by connected devices has created a pressing need for privacy-preserving techniques in distributed learning. This article examines methods that enable collaborative machine learning (ML) while maintaining data security and user privacy. Key approaches such as federated learning (FL), differential privacy (DP), secure multiparty computation … [Read more...] about Privacy-preserving distributed learning: Techniques, applications, and future challenges
Learning (artificial intelligence)
A novel and intelligent GSM-based smart prepaid water meter
The Arusha Urban Water Supply and Sanitation Authority (AUWSA) is a public utility responsible for ensuring the reliable delivery of clean water to the people of Arusha, Tanzania. However, issues with water bill payments have emerged, which have impacted the AUWSA’s operations and ability to provide a sustainable and affordable water supply service. Late payment of water bills … [Read more...] about A novel and intelligent GSM-based smart prepaid water meter