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Deceptive campaigns targeting online personalities fall into distinct attack categories, each carrying specific risks for everyday web users.

Fraud Architecture Technical Delivery Mechanism Primary Threat to Users
Credential Phishing Portals Cloned social login prompts disguised as age gates Account takeover and identity theft
Adware & Drive-By Installers Deceptive "codec update" and video player downloads Browser hijacking, cryptominers, spyware
Telegram Subscriber Traps Forced-entry invite links requiring paid VIP access Credit card fraud and recurring micro-charges
Cost-Per-Action (CPA) Surveys Infinite questionnaire loops promising final downloads Personal data harvesting and robocall spam lists