Your landlord will apply your deposit to the last month's rent. However, you could argue that you have no further obligation under your rental agreement because your landlord has breached his duty to provide you with "quiet enjoyment" of your unit--and therefore he has no right to keep the deposit.

Remember, that is a legal argument. Your landlord will probably not agree with it, and keep your last month's rent.