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Modeling host status transition for network intrusion detection
- Title
- Modeling host status transition for network intrusion detection
- Authors
- Kwak M.; Cho D.-S.
- Ewha Authors
- 조동섭
- SCOPUS Author ID
- 조동섭
- Issue Date
- 2004
- Journal Title
- Proceedings of the International Conference on Security and Management, SAM'04
- Citation
- Proceedings of the International Conference on Security and Management, SAM'04, pp. 421 - 426
- Indexed
- SCOPUS
- Document Type
- Conference Paper
- Abstract
- Most of the current network intrusion detection schemes are based on knowledge created through humans' interpretation. This kind of approaches are not capable to detect unknown intrusions. Herein, to overcome that limitation, we propose an intelligent intrusion detection scheme that doesn't depend on humans' analysis. Understanding intrusions as processes that make the host system's computing and network resources unavailable, it can be possible to identify unknown intrusions without pre-knowledge on that by predicting host system's resource usage trend. In this paper, we develop a model describable of host system's status in aspect of host resources availability and use that model to predict host system's future status according to network traffic flow.
- ISBN
- 1932415378
9781932415377
- Appears in Collections:
- 인공지능대학 > 컴퓨터공학과 > Journal papers
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