Detect phishing websites

Phishing is a type of Internet procedure to seek to get a victim’s credentials such as passwords, credit card numbers, bank account details and other sensitive information by defrauded webpages. Deceptive webpages have particular features to deflect victims to fall into trap. Comprehensive Phishing Detector (CPhD) system can distinguish phishing websites from legitimate websites by extracting these features from URL pattern, website content, images and animations of webpages.

10p blossom162 31-03-2019 14 2   Download

This paper proposed a new neuro-fuzzy model without using rule sets for phishing detection. Specifically, the proposed technique calculates the value of heuristics from membership functions. Then, the weights are generated by a neural network.

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In the Internet era, the online trading of various fields is growing quickly. As a result, cyber crime is increasing constantly. Phishing is a new type of crime aimed at stealing user information via these fake web pages. Most of these phishing web pages look similar to the real web pages in terms of website interface and uniform resource locator (URL) address.

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