mlsanityData to 7 Oct 2026

Community Targeted Phishing: A Middle Ground Between Massive and Spear Phishing through Natural Language Generation

arXiv 1708.07342 ↗First posted 24 Aug 2017cs.CR cs.CYcited by 2

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Abstract (arXiv)

Looking at today phishing panorama, we are able to identify two diametrically opposed approaches. On the one hand, massive phishing targets as many people as possible with generic and preformed texts. On the other hand, spear phishing targets high-value victims with hand-crafted emails. While nowadays these two worlds partially intersect, we envision a future where Natural Language Generation (NLG) techniques will enable attackers to target populous communities with machine-tailored emails. In this paper, we introduce what we call Community Targeted Phishing (CTP), alongside with some workflows that exhibit how NLG techniques can craft such emails. Furthermore, we show how Advanced NLG techniques could provide phishers new powerful tools to bring up to the surface new information from complex data-sets, and use such information to threaten victims' private data.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). First posted on arXiv 24 Aug 2017.

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2 papers.