Decentralised Trust and Security Mechanisms for IoT Networks at the Edge: A Comprehensive Review
INTRODUCTION: The proliferation of the amalgamation of IoT and edge computing has increased the demand for decentralised trust and security mechanisms capable of operating across heterogeneous and resource-limited devices. Approaches such as federated learning, Zero Trust architectures, lightweight blockchain and distributed neural models offer alternatives to centralised control. OBJECTIVES: This review examines various state-of-the-art decentralised mechanisms and evaluates their effectiveness in terms of securing IoT networks at the edge. METHODS: Thirty recent studies were analysed to compare how decentralised architectures establish trust, support secure communication and enable intr...
| Authors | Khandoker Ashik Uz Zaman, Mahdi H. Miraz, Mohammed N. M. Ali |
|---|---|
| Primary category | cs.CR |
| Published | 19 April 2026 |
| Last updated at source | 19 April 2026 |
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