Local differential privacy-based federated learning for Internet of Things

• Main Authors: Zhao, Yang, Zhao, Jun, Yang, Mengmeng, Wang, Teng, Wang, Ning, Lyu, Lingjuan, Niyato, Dusit, Lam, Kwok-Yan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Internet of Things; Differential Privacy
• Online Access: https://hdl.handle.net/10356/147888
• Institution: Nanyang Technological University

The Internet of Vehicles (IoV) is a promising branch of the Internet of Things. IoV simulates a large variety of crowdsourcing applications such as Waze, Uber, and Amazon Mechanical Turk, etc. Users of these applications report the real-time traffic information to the cloud server which trains a mac...