The rapid increase in the malicious activities over the internet network cause security threats.Therefore, the need is to protect computer network from such type of cyber-attacks The volume of network traffic is increasing exponentially with the passage of time as a result of which, Monitoring, troubleshooting and securing computer networks become a difficult task to execute because of high speed networks.

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