The reduced feature improved the classification of intrusion data. The reduction process of feature attribute performs by DAG (Directed Acyclic Graph) function along with feature correlation factor.

We use DoS data collected on Wednesday, 05.07.2017 and labeled Slowloris, Hulk, GoldenEye, and SlowHTTPTest having 5,796, 230,124, 10,293, and 5,499 intrusions, respectively. The recent ...

Artificial Immune Systems for Intrusion Detection Using C#. Dr. James McCaffrey from Microsoft Research presents a demonstration program that models biological immune systems to identify network ...