Paper Info
Title
Two-Tier Intrusion Detection Framework for Embedded Systems
Abstract
The embedded system is an essential component of the Internet of Everything. 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 article, 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 improve the detection efficiency and scalability.
Year
DOI
Venue
2021
10.1109/MCE.2020.3048314
IEEE Consumer Electronics Magazine
Keywords
DocType
Volume
embedded system,host-based intrusion detection,detection efficiency,two-tier scalable intrusion detection,host-based intrusion detection,Internet of Everything,Spark,cloud environment,detection scalability
Journal
10
Issue
ISSN
Citations 
5
2162-2248
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Ming Liu127650.00
Zhi Xue2289.77
Xiangjian He3932132.03