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The complete flow diagram for phishing email detection using Phishing Psychological Traits (PPT)
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Phishing emails exhibit some unique psychological traits which are not present in legitimate emails. From empirical analysis and previous research, we find three psychological traits most dominant in Phishing emails - A Sense of Urgency, Inducing Fear by Threatening, and Enticement with Desire. We manually label 10% of all phishing emails in our tr...
Context in source publication
Context 1
... address these research gaps by leveraging the context embedding of the BERT and SBERT model and using the psychological traits to detect phishing emails. Figure 1 explains the whole process in brief. We start by selecting 10% of the phishing emails and manually label them as 1 or 0 based on the presence of each PPTs. ...
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