Handling of Intrusions using Genetic Algorithm for Virtualized Environment

Prashant Singh; Bramah Hazela

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25-Sep-23

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Handling of Intrusions using Genetic Algorithm for Virtualized Environment

Author(s):

Prashant Singh , Amity School of Engineering & Technology, Amity University, Lucknow; Bramah Hazela, Amity School of Engineering & Technology ,Amity University, Lucknow

Keywords:

Cloud computing, DDoS, Anomaly, Signature, HIDS, NIDS, Genetic Algorithm

Abstract:

Intrusion detection system (IDS) is all about to detect and prevent the malicious behaviour on the cloud computing. An intrusion detection system which is based on the cloud computing to minimize the risk of intrusions on the cloud networks and cover up the deficiency of already in use intrusion detection systems. Cloud Computing is a newly emerging and lightning fast growing technology. Its popularity reaches to another level day by day due to its amazing services delivery ability. As we all well familiar that distributed nature of cloud computing environment resources, data and applications are quite vulnerable to the attack in cloud environment. Generally in a cloud the data are transferred among the client and the server. During the transferring of the data takes place, security becomes the major concern. An Efficient security mechanism or system must be employed in a cloud in order to make the computing environment fully secure from unauthenticated users. Here, reviewing the one of the most powerful technique in soft computing i.e. Genetic Algorithm which helps in handling the intrusions in virtualized environment.