Paper Title:
An Intrusion Detection Based on Markov Model
  Abstract

This paper presents an Intrusion detection technique through anomaly-detection, and proposes Modeling algorithm using training data and anomaly detection model. In this technique, a Markov-chain model is founded based on the characteristic pattern, which is a subsequence of system calls if this sequence satisfies the certain support degree. Experiments show that the method with high detection rate and low false alarm rate is valuable to intrusion detection.

  Info
Periodical
Advanced Materials Research (Volumes 268-270)
Edited by
Feng Xiong
Pages
988-993
DOI
10.4028/www.scientific.net/AMR.268-270.988
Citation
H. S. Li, "An Intrusion Detection Based on Markov Model", Advanced Materials Research, Vols. 268-270, pp. 988-993, 2011
Online since
July 2011
Authors
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Jie Yu, Guo Xiang Yao, Wei Wei Zhang
Abstract:As the surging development of the information technology, Intrusion Detection System has been devised for the safety of computer network....
1751
Authors: Jie Liang, Jian Wei Sun
Abstract:Application layer vulnerabilities represent a substantial portion of the security exposures of computer networks. In this paper, we explore...
1253
Authors: Chi Xu, Jin Chen
Chapter 8: Nanomaterials and Nanomanufacturing
Abstract:This paper describes in Using Self-Organizing Map (SOM) neural networks and its auto-clustering ability to study intrusion detection. The...
1479
Authors: Yi Wang, Ming Qing Xiao, Sheng Sheng, Liang Liang Zhao
Chapter 2: Modeling, Analysis and Simulation of Manufacturing Processes
Abstract:This article proposes a framework of in-situ monitoring for anomaly detection of avionics, Uses the multi-variant Hotelling T2 statistics to...
473
Authors: Yan Hong Li, Tian Dong Yu, Shu Liang Li
Chapter 3: Measuring Technology and Mechatronics
Abstract:The harmonic pollution is one of the serious problems which impact on power system security and stability. With the development of power...
1593