The taxing authority has no right to come after you for these monies. This should have been done by the authority by attaching a lien or paying off the tax and holding a tax lien sale through the previous owner. At this point, file a complaint with the state attorney general for a clear violation of your property rights and move forward with getting the proper taxing done.