Effective Intrusion Detection using Feature Selection: A Machine Learning based Approach - Brossura

Kumar, Gulshan

 
9783659633379: Effective Intrusion Detection using Feature Selection: A Machine Learning based Approach

Sinossi

Internet security is a serious concern in the present era. There is an enormous growth of the Internet in terms of its usage and resources. Almost all major organizations, educational institutes, governments and individuals are dependent upon the Internet for providing their services. Therefore, smooth running of the Internet and maintaining integrity & confidentiality of the sensitive information over the Internet is the most important aspect of the growth of the information based organizations. However, presence of flaws in the most popular software provides numerous chances for malicious users to mount a variety of attacks to disrupt services and integrity of sensitive information over the Internet. Thus, the security of the Internet resources has become a very serious issue and a global concern for the governments, commercial organizations and individuals. Moreover, due to the advancement of computers, the behavior of intrusions has become more complex. Machine learning techniques have evolved as a promising solution. However, performance is affected due presence of a large number of redundant and irrelevant features. Feature selection helps to identify most relevant features.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

L'autore

Dr. Gulshan Kumar is working as an Assistant professor in the department of Computer applications, Shaheed Bhagat Singh, State Technical Campus, Ferozepur, Punjab. He has published more than 40 papers in conferences and Journals. His research interests include network Security and intrusion detection.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Altre edizioni note dello stesso titolo

9783659640667: Effective Intrusion Detection using Genetic Algorithms: A Nature Inspired Technique

Edizione in evidenza

ISBN 10:  3659640662 ISBN 13:  9783659640667
Casa editrice: LAP LAMBERT Academic Publishing, 2014
Brossura