Privacy-preserving blockchain-based federated learning for IoT devices

• Main Authors: Zhao, Yang, Zhao, Jun, Jiang, Linshan, Tan, Rui, Niyato, Dusit, Li, Zengxiang, Lyu, Lingjuan, Liu, Yingbo
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Blockchain; Crowdsourcing
• Online Access: https://hdl.handle.net/10356/159856
• Institution: Nanyang Technological University

Home appliance manufacturers strive to obtain feedback from users to improve their products and services to build a smart home system. To help manufacturers develop a smart home system, we design a federated learning (FL) system leveraging a reputation mechanism to assist home appliance manufacturer...