Two-tier Intrusion Detection Framework for Embedded Systems
- Publisher:
- Institute of Electrical and Electronics Engineers
- Publication Type:
- Journal Article
- Citation:
- IEEE Consumer Electronics Magazine, 2021, 10, (5), pp. 102-108
- Issue Date:
- 2021
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Two-Tier_Intrusion_Detection_Framework_for_Embedded_Systems.pdf | 719.28 kB |
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IEEE The embedded system is an essential component of the Internet of Everything (IoE). Recently, host-based intrusion detection techniques have been widely applied to embedded systems effectively. However, the traditional standalone intrusion detection system has several shortcomings in terms of efficiency and scalability. In this paper, a two-tier scalable intrusion detection framework is designed for embedded systems to address these shortcomings. The framework is based on Spark and is deployed in the cloud environment. The experiments show that the proposed framework can effectively reduce latency and improve the intrusion detection system's scalability.
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