Data Mining for Information Security: An Experimental Approach

Hota, H.S.; Shrivas, A.K.; Singhai, S.K.

ISBN 10: 3659951145 / ISBN 13: 9783659951145

Published by LAP LAMBERT Academic Publishing, 2016

About this Item

Seller Inventory # 26405914821

Bibliographic Details

• Title: Data Mining for Information Security: An Experimental Approach
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2016
• Language: English
• ISBN 10: 3659951145
• ISBN 13: 9783659951145
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Information security is an important issue for any organization or individual to protect data and information from unauthorized access. Valuable data and information are kept in the system connected through the computer network and are needed to secure against the intruders. Data Mining techniques provides solution to overcome the above mentioned problem. This book explores various data mining techniques like C-4.5, CART, CHAID, QUEST, Random Forest etc. with special reference to feature selection and used to develop models. An attempt has been made to develop ensemble model also, models were tested with many benchmark data sets like spam e-mail, KDD99, NSL-KDD and verified with many classification measures. These models as classifier are required to be deployed in the network or individual computer which will classify unwanted data and will alarm to the users for taking appropriate action. A brief experimental work has been carried out with above benchmark data sets using data mining software like WEKA and Clementine.

About the Author

Dr. H.S.Hota has obtained his Ph.D. degree from Guru Ghasidas University, Bilaspur and currently working as Head and Associate Professor (Computer Science) in the department of Computer Science and Application,Bilaspur University Bilaspur, India. He has published many research papers in reputed journals and having 15 years of teaching experience.