mlsanityData to 7 Oct 2026

Do Users Focus on the Correct Cues to Differentiate Between Phishing and Genuine Emails?

arXiv 1605.04717 ↗First posted 16 May 2016cs.CY cs.CRcited by 1

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Abstract (arXiv)

This paper examines the cues that typically differentiate phishing emails from genuine emails. The research is conducted in two stages. In the first stage, we identify the cues that actually differentiate between phishing and genuine emails. These are the consistency and personalisation of the message, the perceived legitimacy of links and sender, and the presence of spelling or grammatical irregularities. In the second stage, we identify the cues that participants use to differentiate between phishing and genuine emails. This revealed that participants often use cues that are not good indicators of whether an email is phishing or genuine. This includes the presence of legal disclaimers, the quality of visual presentation, and the positive consequences emphasised in the email. This study has implications for education and training and provides a basis for the design and development of targeted and more relevant training and risk communication strategies.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). First posted on arXiv 16 May 2016.

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