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A Research on Network Intrusion Detection Model Design

Author: LiXinYuan
Tutor: WuYuHong
School: Xi'an University of Electronic Science and Technology
Course: Communication and Information System
Keywords: Intrusion Detection Intrusion Detection Model Data Mining Pattern matching
CLC: TP393.08
Type: Master's thesis
Year: 2002
Downloads: 226
Quote: 6
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Abstract


Intrusion detection is an effective means to improve network security , one of the priorities of research in this area is how the collected raw data systems and networks , the establishment has validity , adaptability and scalability intrusion detection model . This paper studies the intrusion detection modeling based on data mining technology . Design intrusion detection based on data mining modeling scheme is proposed to use the technology to create descriptive models and the idea of the classification model of intrusion detection and intrusion detection classification decision tree classification model ; Secondly, the design and implementation of a high-performance network data collection system and network data pre-processing programs ; then, in the rules of the association rule mining and sequence mining algorithm based on the research , combined with the characteristics of network data and knowledge of the field of intrusion detection algorithm was extended and improved , dig out the the network data relational model and serial mode ; Finally, the study of the descriptive mode of application and design based on pattern matching intrusion detection engine , the engine has a misuse detection and anomaly detection function .

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Computer network > General issues > Computer Network Security
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