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Published in:

Volume 5 Issue 4
April-2018
eISSN: 2349-5162

Unique Identifier

JETIR1804146

Page Number

721-723

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Title

Design the Framework for Detecting Mobile Malicious Web- pages in Real Time

ISSN

2349-5162

Cite This Article

"Design the Framework for Detecting Mobile Malicious Web- pages in Real Time", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 4, page no.721-723, April-2018, Available :http://www.jetir.org/papers/JETIR1804146.pdf

Abstract

Mobile specific web pages differ significantly from their desktop counterparts in content, layout and functionality. Accordingly, existing techniques to detect malicious websites are unlikely to work for such web pages. The disclosed technology includes techniques for identifying malicious mobile electronic documents, e.g. web pages or emails, based on static document features. In this paper, we design and implement kAYO, a mechanism that distinguishes between malicious and benign mobile web pages. kAYO makes this determination based on static features of a webpage ranging from the number of iframes to the presence of known fraudulent phone numbers. We then apply kAYO to a dataset of over 350,000 known benign and malicious mobile web pages and demonstrate 90% accuracy in classification. Moreover, we discover, characterize and report a number of web pages missed by Google Safe Browsing and Virus Total, but detected by kAYO.

Key Words

Malicious page, mobile security, web pages historical records, review.

Cite This Article

"Design the Framework for Detecting Mobile Malicious Web- pages in Real Time", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 4, page no. pp721-723, April-2018, Available at : http://www.jetir.org/papers/JETIR1804146.pdf

Publication Details

Published Paper ID: JETIR1804146
Registration ID: 181239
Published In: Volume 5 | Issue 4 | Year April-2018
DOI (Digital Object Identifier):
Page No: 721-723
ISSN Number: 2349-5162

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Cite This Article

"Design the Framework for Detecting Mobile Malicious Web- pages in Real Time", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 4, page no. pp721-723, April-2018, Available at : http://www.jetir.org/papers/JETIR1804146.pdf




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