There is a government agency to deal with these types of issues. The Rental dispute office is located at Muntaza park (across from the Holiday Villas on C-ring road) There is a sign for the rental dispute office. Look for it near the corner of C-ring and Muntaza. Often times just finding out that you will be contacting them will scare the people into just paying you to go away.