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Prevention of DDoS and Brute Force Attacks on Web Log Files using Combination of Genetic Algorithm and Feed forward Back Propagation Neural Network

by Jaspreet Kaur, Rupinder Singh, Pawandeep Kaur
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 120 - Number 23
Year of Publication: 2015
Authors: Jaspreet Kaur, Rupinder Singh, Pawandeep Kaur
10.5120/21399-4406

Jaspreet Kaur, Rupinder Singh, Pawandeep Kaur . Prevention of DDoS and Brute Force Attacks on Web Log Files using Combination of Genetic Algorithm and Feed forward Back Propagation Neural Network. International Journal of Computer Applications. 120, 23 ( June 2015), 10-13. DOI=10.5120/21399-4406

@article{ 10.5120/21399-4406,
author = { Jaspreet Kaur, Rupinder Singh, Pawandeep Kaur },
title = { Prevention of DDoS and Brute Force Attacks on Web Log Files using Combination of Genetic Algorithm and Feed forward Back Propagation Neural Network },
journal = { International Journal of Computer Applications },
issue_date = { June 2015 },
volume = { 120 },
number = { 23 },
month = { June },
year = { 2015 },
issn = { 0975-8887 },
pages = { 10-13 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume120/number23/21399-4406/ },
doi = { 10.5120/21399-4406 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:06:57.985171+05:30
%A Jaspreet Kaur
%A Rupinder Singh
%A Pawandeep Kaur
%T Prevention of DDoS and Brute Force Attacks on Web Log Files using Combination of Genetic Algorithm and Feed forward Back Propagation Neural Network
%J International Journal of Computer Applications
%@ 0975-8887
%V 120
%N 23
%P 10-13
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

World Wide Web has become an ultimate source of information. Traditional services such as banking, education, medicine, defence, and transportation are being presented by web applications. Whenever the users make use of any web application, all the activities of the users get automatically get appended into the web log files. The web log file data helps the website owners in number of ways such as customization of web content, pre-fetching and caching, E-commerce, etc. However, the web log file data is exposed to number of attacks. In this paper, a new technique has been proposed to prevent the log file data from the two most common attacks: Brute force attack and DDoS attack.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Web Log Files web applications Brute Force DDoS

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