Answer:
The simple answer is - you don't !
Non-refundable means just that - it is NON refundable ! Security deposits are usually for the purpose of ensuring a prospective customer isn't a 'time-waster' It doesn't matter that you 'changed your mind' and decided not to continue with the transaction. Non-refundable means you're not entitled to the deposit back !