SYSTEM AND METHODS OF DETECTING MALICIOUS ELEMENTS OF WEB PAGES

Disclosed are system and method for detecting anomalous or malicious elements of a web page. One exemplary method comprises: obtaining data about elements of a tested web page; generating at least one N-dimensional vector characterizing elements of the tested web page; retrieving a statistical model...

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Bibliographische Detailangaben
Hauptverfasser: Kupreev Oleg V, Kondratov Vitaly V, Ustinov Mikhail V, Galchenko Anton B, Kuskov Vladimir A
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:Disclosed are system and method for detecting anomalous or malicious elements of a web page. One exemplary method comprises: obtaining data about elements of a tested web page; generating at least one N-dimensional vector characterizing elements of the tested web page; retrieving a statistical model of known malicious web page elements; comparing the at least one N-dimensional vector with clusters of the statistical model of known malicious web page elements, by measuring the distance of the N-dimensional vector of the element and centers of all clusters of the statistical model; and identifying at least one malicious element of the tested web page based on results of the comparison.