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IP Multimedia Subsystem designed by the third Generation Partnership Project to provide the access networks services and telecommunication services, plans to merge services like multimedia, data and voice conversation under one umbrella. In this research, network based anomaly detection system is proposed by using Genetic Algorithm rules to avoid such attacks like IP Spoofing and UDP Flooding which cause the DoS and DDoS attacks keeping in view to secure the IMS and also discussed the complete overview of IMS (NGN) based network architecture, their DoS and DDoS attacks which cause the unavailability of services to the users.
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