The scholarship scam involves fraudsters posing as representatives of government or private scholarship programs, luring students and parents with fake financial aid offers. They contact victims via calls, messages, or emails, directing them to fraudulent links or QR codes that lead to stolen bank details. Cyber police urge students to verify offers through official channels to stay safe.