The paper presents the different anomaly network intrusion detection systems techniques. The signature based detection
gives higher detection accuracy and lower false positive rate but it detects only known attack but anomaly detection is
able to detect unknown attack but with higher false positive rate. The various detection techniques introduced but till the
main issue is regarding detection accuracy and false positive rate. The various types of attacks are also described and
also terms regarding Intrusion detection system are also described.