A Novel Network Intrusion Detection System (NIDS) Based on Signatures Search of Data Mining

2008 ◽  
Author(s):  
Hu Zhengbing ◽  
Li Zhitang ◽  
Wu Junqi
Keyword(s):  
Data Mining ◽  
Intrusion Detection ◽  
Intrusion Detection System ◽  
Detection System ◽  
Network Intrusion Detection ◽  
Network Intrusion ◽  
Network Intrusion Detection System

Research on Network Intrusion Detection Based on Data Mining Technology

2015 ◽  
Vol 713-715 ◽  
pp. 2081-2084 ◽  
Author(s):  
Zeng Ying He
Keyword(s):  
Data Mining ◽  
Intrusion Detection ◽  
Intrusion Detection System ◽  
Detection System ◽  
Normal Activity ◽  
Network Intrusion Detection ◽  
Test Results ◽  
Mining Technology ◽  
Network Intrusion ◽  
Network Intrusion Detection System

Aiming at some deficiencies of existing network intrusion detection system, the paper proposes a network intrusion detection system model based on data mining, applying data mining technology to network intrusion detection, and constructed the final test results of the system on the basis of Snort design. Experimental results demonstrate that this data mining based on cluster algorithm can effectively establish models of network normal activity and significantly accelerate intrusion detection, whilst its association analyzer can effectively unearth some new intrusion patterns from abnormal logs, and automatically construct intrusion detection rules.

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