Abstract Due to the increasing growth of Internet and its widespread application, number attacks on network has also increased. Therefore, maintaining security using intrusion detection systems is critical importance. The connection between devices leads a large data being generated saved. era “big data” emerges over time. This paper presents new method for selecting effective features based co...