Abstract — A distributed network can be described as the collection of computer systems that interacts with each other via a communication network to attain a common goal. Research on IDS is presently focusing on reducing false alarm rate in this distributed network. This paper discusses the analytical model of existing techniques to reduce false alarm which will be beneficial to the network security community.