Date Added: Mar 2013
Intrusion detection must effectively detect the third party activities in the network and must effectively capable of maintaining network traffic. Accuracy and Efficiency can be achieved by using conditional random fields in Pipelining approach. In this paper, the authors address these two issues of Accuracy and Efficiency using Conditional Random Fields and Pipelining of Layers in multi-core processors. Their proposal system pipelining conditional random fields detect the attacks very high particularly for the User to Root attacks and the Remote to Local attacks. This system statistically tests and proves high confidence can be achieved by the proposed method.