No, you definitely didn’t deserve it! You just made an error in judgement, which everyone alive has done at some point in their life. We live and we learn. Your lesson was a reminder to me never to pay deposits for service, for any reason.
I just checked their profile, and it has been deactivated. I hope this makes you feel at least a little better. Also, be glad they robbed you thru distance instead of in-person.