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Security Is The Main Issue In WSN Applications. One Of The Important Attacks In WSN Is Node Replication Attacks. The Adversary Can Capture The Genuine Nodes. After Capturing The Node, The Attacker Collects All The Information Like Keys And Identity. In The Existing Method, The Replica Node Is Detected By The Parameter's Mobility Speed, Node Id And Energy. The Parameters Used In The Existing System Is Not Able To Detect The Exact Replica Node. Speedily Detecting A Replicated Node Will Avoid The Misbehavior Activities Such As Collecting All The Credentials, Etc. The Proposed Approach (FEC) Will Overcome The Issues Of Existing System. It Detects The Replica Node With Speed Of The Sensor Node. The Detection Accuracy Is High.