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Diyala Journal for Pure Science

Scientific Refereed Journal Published By College of Science - University of Diyala


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Diyala Journal for Pure Science DJPS


P- ISSN:2222-8373, E-ISSN:2518-9255

Volume 14, Issue 3 , July . 2018



Proposed Approach to Detect Phishing Webpage Based on Multi-Browsers


Hala Bahjet Abdul Wahab , Thikra M. Abed


Year: 2018, Volume: 14, Issue: 3


Pages: 74 - 93, DOI:  http://dx.doi.org/10.24237/djps.1403.419B


Language: English


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Phishing techniques have not just developed in number, but as well in sophistication. Phishers could have plenty of approaches and techniques to conduct a well-designed phishing attack. Developing countries such as Iraq may have been facing Internet threats like phishing. This paper aim to proposed efficient the phishing detection method. The proposed algorithm utilizes five information sources Google, Yahoo, Startpage, Bing and Mozilla then analyze the information retrieval from five search engines to characterize phishing site. The Several research techniques using single information source protection from Phishing which leads to inaccuracy in results. The proposed algorithm run online with combined between precision the analysis and strong the search engines. The experimental results which implement on 1000 URL demonstrate rate the true positive as 97.4% and the false positive rate 2.6% with true negative as 98.8% and false negative 1.2%.


Keywords:  Anti-Phishing, Online Security, Phishing attacks, Browsers.

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