Intelligent IDS: Venus Fly-Trap Optimization with Honeypot Approach for Intrusion Detection and Prevention

Intrusion Detection Systems and Prevention are used to detect prevent attacks/malware from entering the network/system. Honeypot is a type of System which find intruder, study intruder access original system. It necessary build strong honeypot because if it compromised, system can be easily targeted by attacker. To overcome such challenges an efficient needed that shut attacker after extracting his attack technique tools. In this paper, Venus fly-trap optimization algorithm has been for implementing along with System. plants carnivorous catch their prey intelligently. By adopting feature we make effective will intelligently interact A new fitness function proposed identify size The effectiveness evaluated comparing state art. For comparison, remote-to-local attacks, probing attacks DOS performed on both existing models. model significant catch/block all intruders were caught art also reduces time interaction between thereby giving minimum information