Secure dynamic spectrum access in Internet-of-Things based on machine unlearning

• Main Authors: Li, Feng, Shui, Shen, Lam, Kwok-Yan, Shen, Bowen, Wang, Li
• Other Authors: College of Computing and Data Science
• Format: Conference or Workshop Item
• Language: English
• Published: 2025
• Subjects: Computer and Information Science; Internet-of-Things; Dynamic spectrum access
• Online Access: https://hdl.handle.net/10356/182811
• Institution: Nanyang Technological University

Dynamic spectrum access (DSA) has become a key technology to improve spectrum efficiency in Internet-of-Things (IoT) networks. However, traditional DSA methods require collection of user behaviour data and location information, hence posing concerns for leakage of privacy data from the AI models. In...