Before You Bid: An OSINT Framework for Spotting Fake Online Auctions
A website can look legitimate, professional, and trustworthy—and still be a scam. This is especially dangerous when it comes to online auctions. Imagine finding a vehicle, luxury watch, piece of equipment, or property at an incredibly attractive price. The website has a professional logo, registration forms, photos, terms and conditions, customer service contacts, and a countdown showing that the auction is about to end.
Everything looks real. But what if the entire platform was created solely to convince you to transfer your money?
Online auction fraud is not a new phenomenon. Academic research has long documented how fraudsters exploit anonymity, fake reputation mechanisms, and structural weaknesses in online auction environments to deceive buyers and sellers [1, 2].
The problem today is that fraudulent websites look remarkably convincing. Research on phishing demonstrates that malicious pages systematically reproduce the visual characteristics of legitimate brands, including layouts, logos, color schemes, and interface elements...
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