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Multipath routing in Mobile Ad Hoc Network (MANET) plays a significantconcern for secured data transmission by avoiding the attack nodes in thenetwork. In order to overcome such limitations, a Winnow Trust based MultipathRoute Discovery (WT-MRD) Mechanism is proposed. It constructs multiple pathsfrom source to destination with higher security and lesser time. Initially, thetrust value of each node is calculated based on the node cooperative count,data packet forwarding rate and packet drop rate by Neighbor Node-based TrustCalculation (NN-TC) Model. After calculating the trust value, the nodes areclassified as normal or malicious by using Winnow Linear MultiplicativeClassification (WLMC) Algorithm. With the help of normal nodes, the WT-MRDMechanism finds multipath from source to destination by sending a two controlmessage RREQ and RREP. Source node transmits a route request RREQ to theneighboring node for constructing the multiple route paths. After receiving theRREQ message, the neighboring node maintains the route table where the sourceinformation and next hop information are present. Then Route Reply (RREP)messages are sent from neighboring node to source node. By this way, multipleroute paths from source to destination are constructed with a higher securitylevel. Keywords: Cooperative Count, Data Packet Dropped Rate, Data PacketForwarded Rate, Multipath Routing, Security, Trust Value, Winnow LinearMultiplicative Classification

Trust-Based Winnow Linear Multiplicative Classification For Secure Multipath Routing In Manet