Clustering Based Secure Routing using Deep Anomaly Detection with Energy a Ware System by Energy Efficient Routing Protocol
Abstract - In Mobile ad hoc networks (MANET), the major issues are security and energy consumption. Securing the data is to avoid attacks on these nodes and data communication. This paper proposes the clustering based technique for improving energy efficiency based on secure routing using deep anomaly (SRDA) detection and the energy aware system (EAS) has been integrated using energy efficient routing protocol (EERP). In this work, novel routing protocols have been proposed which is a cluster-based security protocol is named as (SRDA-EAEERP) for MANET. The goal of SRDA-EAEERP is to provide an energy efficient routing solution with dynamic security features for clustered MANET. By using Network simulator2 (NS2) this scheme is simulated. In the proposed scheme, energy consumption, packet delivery ratio, throughput, network lifetime, network performance is analyzed. The proposed clustering, routing, and protection protocol based on the SRDA-EAEERP model shows significant improvement over the state-of - the-art protocol.
Keywords - MANET, Malicious Nodes, Data Communication, Energy Efficiency, SRDA, EAS, EERP.