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Collaborative and Integrated Edge Security Architecture
| Content Provider | Scilit |
|---|---|
| Author | Diro, Abebe |
| Copyright Year | 2021 |
| Description | The sweeping scale embracing of the smart things has a profound effect in bringing about big data explosion and sophisticated cyber threats at the network edge. Edge computing needs novel security architectures to address the security challenges in severely resource-constrained and heterogeneous edge systems. The successful design of such architectures solves the challenges of scalability [handling massive Internet of Things (IoT) devices], resource constraints and high latency for critical applications. The existing security architectures such as the cloud fail to satisfy these requirements due to remoteness and centralization. This inculcates the need for a distributed architecture that offloads overheads from the cloud and IoT devices by deploying security parameters and operations in proximity. Specifically, the proliferation of distributed architecture integrated with intelligent algorithms such as artificial intelligence (AI) has paramount importance in providing a security collaboration, autonomy and efficiency for the IoT with an improved level of robustness and resilience. However, the state-of-the-art distributed architectures are victims of integrity cyber-attacks such as insider and adversarial attacks. To solve these problems, inspired by the applications in financial industries, the emerging distributed ledger-based technology architecture can significantly boost the robustness of edge network if it is adopted for edge security architecture that can leverage AI algorithms. In this chapter, the architectures of edge computing, specifically, blockchain-based edge architecture which is fueled with the power of AI algorithms, have been proposed and analyzed. Book Name: Secure Edge Computing |
| Related Links | https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.1201/9781003028635-3&type=chapterpdf |
| Ending Page | 39 |
| Page Count | 19 |
| Starting Page | 21 |
| DOI | 10.1201/9781003028635-3 |
| Language | English |
| Publisher | Informa UK Limited |
| Publisher Date | 2021-06-28 |
| Access Restriction | Open |
| Subject Keyword | Book Name: Secure Edge Computing Computation Theory and Mathematics Telecommunications Edge Network Edge Security Architecture Edge Computing Security Architectures |
| Content Type | Text |
| Resource Type | Chapter |
