Ramanathan L

Department of Information Security

School of Computer Science and Engineering

Vellore Campus

Ramani S

Chellam A

Fulltext

Vellore Institute of Technology (VIT) is a private university located in&nbsp;Tamil Nadu, India. Founded in 1984, as Vellore Engineering College, the institution offers 20 undergraduate, 34 postgraduate, four integrated and four research programs. It has campuses in Vellore, Amravati, Bhopal and Chennai.

VIT is one of the top ranked private universities in India according to NIRF, THE and QS Rankings.&nbsp;Govt. of India has recognized&nbsp;VIT, Vellore as an&nbsp;Institution of Eminence. This has allowed VIT to take independent quality initiatives and move up in world ranking.

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VIT University

Procedia Computer Science

2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)

Data Intrusion Detection with basic Python coding and prevention of other intrusive manifestation by the use of intrusion application

Anomaly detection is one of the major areas of research with the tremendous development of computer networks. Any intrusion detection model designed should have the ability to visualize high dimensional data with high processing and accurate detection rate. Integrated Intrusion detection models combine the advantage of low false positive rate and shorter detection time. Hence this paper proposes an anomaly detection model by deploying consistency based feature selection, J48 decision tree and self organizing map (SOM). Experimental analysis has been carried on KDD99 data set and each of the features selected using the integrated mechanism has been able to identify the attacks in the data set.

2014 First International Conference on Networks & Soft Computing (ICNSC2014)

Network attacks identification using consistency based feature selection and self organizing maps

2016 IEEE Global Communications Conference (GLOBECOM)

Hadoop Based Real-Time Intrusion Detection for High-Speed Networks

2016 IEEE 7th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)

On efficiency enhancement of the correlation-based feature selection for intrusion detection systems

Journal	Data powered by TypesetProcedia Computer Science
Publisher	Data powered by TypesetElsevier BV
ISSN	1877-0509
Open Access	Yes