The couple, who got married in the Bahamas, stayed in the Sandals Royal Bahamian Hotel and Price claims that the hotel is responsible for leaking the wedding details to everyone, reported Daily Mirror.
"So good to be home after being stitched up by our hotel major legal case now begins! Sad when I can't do things in private," Price wrote on Twitter.
This is the 34-year-old's third marriage. Price was earlier married to singer Peter Andre for four years and cross-dressing cage fighter Alex Reid.