NDLI: Efficient classification mechanism for network intrusion detection system based on data mining techniques: A survey

Content Provider	IEEE Xplore Digital Library
Author	Subaira, A.S. Anitha, P.
Copyright Year	2014
Description	Author affiliation: Dept. of Comput. Sci. & Eng., Dr. NGP Inst. of Technol., Coimbatore, India (Subaira, A.S.; Anitha, P.)
Abstract	In spite of growing information system widely, security has remained one hard-hitting area for computers as well as networks. In information protection, Intrusion Detection System (IDS) is used to safeguard the data confidentiality, integrity and system availability from various types of attacks. Data mining is an efficient artifice applied to intrusion detection to ascertain a new outline from the massive network data as well as it used to reduce the strain of the manual compilations of the normal and abnormal behavior patterns. This piece of writing reviews the present state of data mining techniques and compares various data mining techniques used to implement an intrusion detection system such as, Support Vector Machine, Genetic Algorithm, Neural network, Fuzzy Logic, Bayesian Classifier, K-Nearest Neighbor and decision tree Algorithms by highlighting a advantage and disadvantages of each of the techniques.
Starting Page	274
Ending Page	280
File Size	162357
Page Count	7
File Format	PDF
e-ISBN	9781479938377
DOI	10.1109/ISCO.2014.7103959
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-01-10
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Training Support vector machines Intrusion detection Classification Data Mining Classification algorithms Data mining Decision trees Intrusion Detection System Biological neural networks
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

An Adaptive Feedback Mechanism Algorithm for Intrusion Detection System

Network intrusion classification based on extreme learning machine

A FDRS-Based Data Classification Method Used for Abnormal Network Intrusion Detection

The practice on using machine learning for network anomaly intrusion detection

Intrusion detection system based on Multi-Layer Perceptron Neural Networks and Decision Tree

Pattern based network security using decision trees and support vector machine

A study on classification techniques in data mining

A Novel Classification Method Based on Data Gravitation

Network intrusion detection system using J48 Decision Tree

Efficient classification mechanism for network intrusion detection system based on data mining techniques: A survey

Similar Documents

An Adaptive Feedback Mechanism Algorithm for Intrusion Detection System

Network intrusion classification based on extreme learning machine

A FDRS-Based Data Classification Method Used for Abnormal Network Intrusion Detection

The practice on using machine learning for network anomaly intrusion detection

Intrusion detection system based on Multi-Layer Perceptron Neural Networks and Decision Tree

Pattern based network security using decision trees and support vector machine

A study on classification techniques in data mining

A Novel Classification Method Based on Data Gravitation

Network intrusion detection system using J48 Decision Tree

Efficient classification mechanism for network intrusion detection system based on data mining techniques: A survey