A phishing detection method based on salps swarm algorithm support vector machine
A technology of support vector machine and salp group, which is applied in the direction of computer parts, calculation, calculation model, etc., to achieve the effect of improving the accuracy of discrimination
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[0019] In order to facilitate the understanding and implementation of the present invention by those skilled in the art, the present invention will be described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the embodiments described herein are only used to illustrate and explain the present invention, but not to limit it. this invention.
[0020] see figure 1 , a phishing detection method based on the salps group algorithm support vector machine provided by the present invention includes the following steps:
[0021] Step 1: Process the website data;
[0022] Analyze the URL features, domain name information and web page features of the website, perform numerical and normalization processing, and divide the training set, verification set and test set; URL features include whether there is an IP address, whether there are abnormal characters, and the length of the URL , port number, and status of subdomains; ...
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