Effective intrusion detection in heterogeneous Internet-of-Things networks via ensemble knowledge distillation-based federated learning

• المؤلفون الرئيسيون: Shen, Jiyuan, Yang, Wenzhuo, Chu, Zhaowei, Fan, Jiani, Niyato, Dusit, Lam, Kwok-Yan
• مؤلفون آخرون: College of Computing and Data Science
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2024
• الموضوعات: Computer and Information Science; Intrusion detection system; Federated learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/180743

With the rapid development of low-cost consumer electronics and cloud computing, Internet-of- Things (IoT) devices are widely adopted for supporting next-generation distributed systems such as smart cities and industrial control systems. IoT devices are often susceptible to cyber attacks due to thei...