Earticle

초록

영어

In today’s communication system computer and information security is a major concern as these are vulnerable to potential attackers. Because to increase the potential of advanced computer communication and distributed systems leads to attack on the data flow over the network which affects integrity and availability of information greatly. Therefore, the security of Web applications is a key topic in computer security. This paper presents two hybrid approaches for modeling IDS. C5.0 and HMM are combined as a hierarchical hybrid intelligent system model (C5.0-HMM). Empirical results with KDD Cup 99 Intrusion data illustrate that the proposed hybrid systems provide more accurate intrusion detection systems.

목차

Abstract
 1. Introduction
 2. Related Works
  2.1. Data Mining
  2.2. C5.0
  2.3. Hidden Markov Model
 3. Research Method
  3. 1. Data Collection
  3.2. Data Processing
  3.3. Model Construction
 4. Implementation of Proposed Approach
 5. Conclusion
 References

키워드

저자

• Mahsa Khosronejad [ Department of Software Engineering, Islamic Azad University, Mashhad branch, Mashhad, Iran ]
• Elham Sharififar [ Department of Software Engineering, Islamic Azad University, Mashhad branch, Mashhad, Iran ]
• Hasan Ahmadi Torshizi [ Department of Software Engineering, Islamic Azad University, Mashhad branch, Mashhad, Iran ]
• Mehrdad Jalali [ Department of Software Engineering, Islamic Azad University, Mashhad branch, Mashhad, Iran ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Database Theory and Application

• 간기

  격월간

• pISSN

  2005-4270

• 수록기간

  2008~2016

• 십진분류

  KDC 505 DDC 605