The Role of Decision Tree Technique for Automating Intrusion Detection System
Neha Jain, Shikha Sharma · 2012
Abstract-Security of computers and the networks that connect them is increasingly becoming of great significance. Intrusion detection is a mechanism of providing security to computer networks. Although there are some existing mechanisms for Intrusion detection, there is need to improve the performance. Data mining techniques, such as decision tree analysis, offers a semi-automated approach to detect threats. In this paper, decision tree technique is applied on a small set of network data. Then build a decision tree model, and incorporates the model’s logic into snort signatures or firewall rules.