Spoofing is when a caller changes the information on your caller ID display on purpose to hide their identity. They use neighbor spoofing so it appears that an incoming call is coming from a local number, or spoof a number from a company or a government agency that you may already know and trust. If you answer, they try to steal your money or personal information, which can be used in fraudulent activity.
Click the link for more information about spoofing.