Phishing website detection method and system in Android environment
A technology of phishing websites and detection methods, which is applied in transmission systems, special data processing applications, instruments, etc., and can solve problems that are not suitable for mobile phones
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[0121] This embodiment now describes how to apply the present invention to detect phishing websites in combination with specific scenarios.
[0122] Assume that the Android client user browses the webpage through mobile phone browsing, if the URL of the website accessed by the user is www.8244028.nx57.cn , the URL request will be forwarded to the server-side application through the intermediate device, and the server-side application will visit www.8244028.nx57.cn , so as to obtain the web page content of the URL, and then construct the following feature vector V=(1,0,0,0,1,1,1,1) according to the definition of the feature vector in the present invention.
[0123] The server-side program will perform clustering according to the collected sample data to form two cluster centers, the cluster center of phishing websites is (1,0,1,0,0,1,1,1), and the cluster center of normal websites It is (1,0,1,0,1,1,0,0) and the training threshold ε, the value of ε is 0.3, and the K value of...
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