FIELD: computer technology.
SUBSTANCE: method for generating a classifier, including a machine learning model, for detecting phishing sites using hashes of page DOM objects contains stages at which pages corresponding to a set of links are obtained; a tree structure is generated in the form of a DOM tree for each page; at least one line is formed consisting of DOM tree elements for each page; at least two hashes are created for each page; two sets of data are formed from the generated hashes; a check for data diversity is performed in each data set; training of the classifier is carried out based on the generated data sets.
EFFECT: reduced proportion of false positives and increased proportion of true positives when detecting phishing sites.
11 cl, 9 dwg
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