you probably waited too long.
They do have a statute of limitations here. Go to the small claims court on C-ring road (across from La Cigale) and talk to the receptionist. You can file a claim there if it's not too late. Another idea is to go to the rental dispute mediation center at Muntaza Park. they can offer advice as well.