If I have suspicious that I am a victim of Identity Theft, what can I do?

I have recently done a background check on myself and have found an unknown name and address associated with my social security number.

What does this mean and what should I do? I assume it means that someone tried to use my social security number and their address to receive credit cards. But where do I go from here?