View : 22 Download: 0

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
조동섭scopus
Issue Date
2004
Journal Title
Proceedings of the International Conference on Security and Management, SAM'04
Indexed
SCOPUS scopus
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:
엘텍공과대학 > 컴퓨터공학과 > Journal papers
Files in This Item:
There are no files associated with this item.
Export
RIS (EndNote)
XLS (Excel)
XML


qrcode

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.

BROWSE