As in, you bought it after it was foreclosed upon? Then you should start doing your own title search. You should review all the court proceedings (if in a judicial foreclosure state) that led to the foreclosure. You should review the testimony, affidavits and so on that were used in the foreclosure.

Or, you can hire a real estate attorney and tell them you need to quiet the title on your foreclosed property purchase.