A Novel Intrusion Detection System Based on Data Mining
Tao Xu, Wei Zhang, XuHong Li, Xia Wang, Wenwen Pan
Abstract
Open-access reader
Tao Xu, Wei Zhang, XuHong Li, Xia Wang, Wenwen Pan
Abstract
Open-access reader
The rapid development of the Internet makes distributed computing has become a mainstream application, network openness, connectivity, shared characteristics, so that the risk of suffering from the growing network intrusions.How to ensure the network and information security has become very important in the field of security issues.From the initial access control mechanisms to combine packet filtering and application layer gateway firewall technology, each is not the perfect solution.Intrusion detection is a network and information security architecture an important part of the intrusion detection system put forward higher requirements.Current greatest weakness of the face of live flowers audit records cannot be quickly mass intrusion detection and high false positive rate of serious impact on system performance.This paper proposes a new intrusion detection method, and on this basis, based on data mining developed based anomaly intrusion detection system prototype network.
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The rapid development of the Internet makes distributed computing has become a mainstream application, network openness, connectivity, shared characteristics, so that the risk of suffering from the growing network intrusions.How to ensure the network and information security has become very important in the field of security issues.From the initial access control mechanisms to combine packet filtering and application layer gateway firewall technology, each is not the perfect solution.Intrusion detection is a network and information security architecture an important part of the intrusion detection system put forward higher requirements.Current greatest weakness of the face of live flowers audit records cannot be quickly mass intrusion detection and high false positive rate of serious impact on system performance.This paper proposes a new intrusion detection method, and on this basis, based on data mining developed based anomaly intrusion detection system prototype network.
Key concepts: Intrusion detection system, Computer science, Intrusion prevention system, Data mining, Anomaly-based intrusion detection system