A Survey of Artificial Immune System Based Intrusion Detection
Joint Authors
Li, Tao
Yang, Hua
Hu, Xinlei
Wang, Feng
Zou, Yang
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-03-23
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
In the area of computer security, Intrusion Detection (ID) is a mechanism that attempts to discover abnormal access to computers by analyzing various interactions.
There is a lot of literature about ID, but this study only surveys the approaches based on Artificial Immune System (AIS).
The use of AIS in ID is an appealing concept in current techniques.
This paper summarizes AIS based ID methods from a new view point; moreover, a framework is proposed for the design of AIS based ID Systems (IDSs).
This framework is analyzed and discussed based on three core aspects: antibody/antigen encoding, generation algorithm, and evolution mode.
Then we collate the commonly used algorithms, their implementation characteristics, and the development of IDSs into this framework.
Finally, some of the future challenges in this area are also highlighted.
American Psychological Association (APA)
Yang, Hua& Li, Tao& Hu, Xinlei& Wang, Feng& Zou, Yang. 2014. A Survey of Artificial Immune System Based Intrusion Detection. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1048509
Modern Language Association (MLA)
Yang, Hua…[et al.]. A Survey of Artificial Immune System Based Intrusion Detection. The Scientific World Journal No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-1048509
American Medical Association (AMA)
Yang, Hua& Li, Tao& Hu, Xinlei& Wang, Feng& Zou, Yang. A Survey of Artificial Immune System Based Intrusion Detection. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1048509
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1048509