1. First of all, don't provide personal sensitive information to strangers, such as bank account number, ID number, social security number, etc.
2. Secondly, ask the other party to provide identity information to prove legitimacy and credibility.
3. I didn't apply for a loan in the end. I firmly denied this situation on the phone and took measures to protect personal information.