원문정보
보안공학연구지원센터(IJDTA)
International Journal of Database Theory and Application
Vol.6 No.5
2013.10
pp.165-174
피인용수 : 0건 (자료제공 : 네이버학술정보)
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
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
저자정보
참고문헌
자료제공 : 네이버학술정보