Phishing detection using HTML

A device, system, and method are provided for detecting an email phishing attack by training graph neural network to detect phishing emails based on hypertext markup language (HTML) tags and cascading style sheets (CSS) included in an email. Noise is added during the training of the graph neural net...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Katz, Natan, Livne, Dor, Gozlan, Raphael Lior
Format: Patent
Sprache:eng
Schlagworte:
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Beschreibung
Zusammenfassung:A device, system, and method are provided for detecting an email phishing attack by training graph neural network to detect phishing emails based on hypertext markup language (HTML) tags and cascading style sheets (CSS) included in an email. Noise is added during the training of the graph neural network to make the trained graph neural networks more robust against small changes in the training data.