DMCA
Cyber Security Approach in Web Application using SVM
BibTeX
@MISC{Dangi_cybersecurity,
author = {Chandrapal Singh Dangi and Ravindra Gupta and Gajendra Singh Chandel},
title = {Cyber Security Approach in Web Application using SVM},
year = {}
}
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Abstract
Internet is open source for web access like for the purpose of railway reservation, online banking, online fees submission etc. Security concern is the most threatening topic for users about their confidential information’s storage. various security designing and algorithms has been designed to impose secure environment for user but still malicious activities, codes, algorithms, design are acting on web application to create abnormal behavior for web usage or to steal confidential, secure information for the intension of unauthorized access,illegitimate access, access for destroying or altering the contents. Attacker’s performs Site phishing, Dos attacks, pattern recognition for brute force attack etc, by using several hit and trial or input capturing methods, or by providing capturing codes or IP packets into web contents. Here in the proposed work a technique of detecting malicious Socket address (IP Address and port no.) has been presented, which detects and blocks if any suspicious cases are found and passes the contents to concern user. Here we use SVM technique for classification, detection and prediction of Blacklisted IP addresses and blacklisted port’s addresses. The proposed algorithm provides accuracy of 96.99 % and which is the best among the present systems. It is light weight system and easy to implement on existing applications.
Keyphrases
web application cyber security approach several hit suspicious case threatening topic unauthorized access present system confidential information storage illegitimate access svm technique railway reservation open source web access secure information online banking performs site phishing ip packet brute force attack etc ip address security concern web usage malicious activity blacklisted ip address abnormal behavior pattern recognition online fee do attack web content secure environment various security designing concern user port address proposed algorithm light weight system malicious socket address
