Intrusion Detection Using Multi-dimensional Cloud Model
LI Ben-xi · Jisuanji gongcheng · 2006
The mechanism for multi-dimensional cloud model is studied.The formal representation of a clouds model for transform action between qualitative and quantitative knowledge is presented.This kind of representation reflects fuzziness and randomness contained in linguistic concepts,and can interpret uncertain reasoning process rationally when several qualitative rules are activated simultaneously.Using the data sets of KDD99,the experiment result shows that this approach can detect unknown intrusions efficiently in the real network connections.