Research of intrusion detection technology based on association rules

Bo Zhang

doi:10.1117/12.2031195

19 July 2013 Research of intrusion detection technology based on association rules

Bo Zhang

Proceedings Volume 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013); 887839 (2013) https://doi.org/10.1117/12.2031195
Event: Fifth International Conference on Digital Image Processing, 2013, Beijing, China

Abstract

Based on in-depth study of the existing intrusion detection and data mining technologies, for the lack of current association rule algorithms, this paper presents an improved association rule extraction algorithm. The algorithm reduces the number of scans to the database and solves the problem that the operational time significantly increases with the length of frequent item. Experimental results show that it can greatly improve the detection accuracy and timeliness of intrusion detection system.

Citation Download Citation

Bo Zhang "Research of intrusion detection technology based on association rules", Proc. SPIE 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013), 887839 (19 July 2013); https://doi.org/10.1117/12.2031195

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