With the rapidly growing and wide spread use of computer networks the number of new threats has grown extensively.The researchers proposed a number of techniques such as (firewall, encryption) to prevent such penetration and protect the infrastructure of computers, but with this, the intruders managed to penetrate the computers.Network Intrusion Detection (NID) is the process of identifying network activity that can lead to the compromise of a security policy. In this paper, we will look at four intrusion detection approaches, which include Improved Self Adaptive Bayesian Algorithm, Data Mining, Machine Learning, and Genetic Algorithm. To overcome issue elated to dependency, detection rate, time for that proposed system is very effective. It is based on Neuro fuzzy logic.
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