The repository implements the Feature Elimination based Intrusion Detection scheme presented in the following paper.

H. Nkiama, S. Zainudeen, and M. Saidu, “A Subset Feature Elimination Mechanism for Intrusion Detection System,” International Journal of Advanced Computer Science and Applications, vol. 7, Apr. 2016, doi: 10.14569/IJACSA.2016.070419

The publicaly available NSL-KDD Dataset has been used.

Binary classification has been performed on each of the four attack categories. Results have been found to be consistent with the ones published in paper.