Synthetic fraud is similar to identity theft, where a criminal steals your personal information to create fake accounts and spend your money. However, synthetic identity fraud involves using real information combined with fake information to create a new identity. To start, the fraudster will steal the social security number of someone unlikely to notice. Perhaps a child, or a homeless person who won’t check their credit as often.