Networking and Communication Engineering

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Network Monitoring Using Genetic Algorithm


Affiliations
1 Department of Computer Engineering, MIT’s College of Engineering, Kothrud, Pune-38, India
     

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This is the era of cloud computing and it is very necessary to protect the network that enables it. There is a large growth in security concerns on the internet. It is necessary to predict attacks before they happen and on the very first attempt. Artificial Intelligence offers a lot in this regard. Network security can be greatly enhanced using Genetic Feedback Algorithm. This can be used as a framework to judge the consistency and integrity of incoming packets and thus greatly enhance the security of the network. It does so by keeping track on oncoming packets into the network and comparing them with themselves to generate results. This can be used to create an effective Intrusion Detection System.

Keywords

Genetic Algorithm, Intrusion Detection System, Network Filter, Network Security.
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  • Network Monitoring Using Genetic Algorithm

Abstract Views: 160  |  PDF Views: 3

Authors

Amit Savyanavar
Department of Computer Engineering, MIT’s College of Engineering, Kothrud, Pune-38, India
Mayank Manish
Department of Computer Engineering, MIT’s College of Engineering, Kothrud, Pune-38, India
Raunak Agarwal
Department of Computer Engineering, MIT’s College of Engineering, Kothrud, Pune-38, India
Devanshu Gupta
Department of Computer Engineering, MIT’s College of Engineering, Kothrud, Pune-38, India
Saral Jain
Department of Computer Engineering, MIT’s College of Engineering, Kothrud, Pune-38, India

Abstract


This is the era of cloud computing and it is very necessary to protect the network that enables it. There is a large growth in security concerns on the internet. It is necessary to predict attacks before they happen and on the very first attempt. Artificial Intelligence offers a lot in this regard. Network security can be greatly enhanced using Genetic Feedback Algorithm. This can be used as a framework to judge the consistency and integrity of incoming packets and thus greatly enhance the security of the network. It does so by keeping track on oncoming packets into the network and comparing them with themselves to generate results. This can be used to create an effective Intrusion Detection System.

Keywords


Genetic Algorithm, Intrusion Detection System, Network Filter, Network Security.