-10 percent labeled KDD'99 train and test datasets are used for this thesis.

-Instances of datasets are labeled as 5 main classes. 
These are DOS, U2R, R2L, Probe, and Normal.

-Dataset files are in .arff format that is used by WEKA Data Mining Software. 
They can also be opened by Nodepad++. 