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In this area, we have introduced the scheme for detecting malicious communication over the network and for maintaining the pipeline until the communication ends. Targeted malicious emails (TME) is the method for detecting the malicious email in the computer network, this scheme has a unique protocol for detecting the fault. Methods have two variant namely Spam Analyzing and ClamAV with the classifier of random forest which has a strong mathematical model in TME. The dynamical process will takedoi:10.35940/ijrte.b1106.0782s319 fatcat:ham7a4bagnbflnjxntcoiehgea