Blockchain-based privacy-preserving federated learning for mobile crowdsourcing

• Main Authors: Ma, Haiying, Huang, Shuanglong, Guo, Jiale, Lam, Kwok-Yan, Yang, Tianling
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Mobile Crowdsourcing; Federated Learning; Blockchain; Privacy Preservation
• Online Access: https://hdl.handle.net/10356/172520
• Institution: Nanyang Technological University

Mobile crowdsourcing (MCS) is an emerging paradigm that enables the outsourcing of a complex task to a group of mobile devices. The ability to utilize the collective power of mobile devices and human intelligence makes MCS a significant tool in various scenarios. Nevertheless, it faces practical cha...