Thank you all for the response so no hope for me? Pretty sure I got it from Official website and Ledger Live app says that it is genuine

You are not going to get it back any way since the transaction is confirmed and check the receiver address,it looks suspicious for me,someone may changed the device inbetween for stealing your device.
BTW most secured wallet also lost its value in this case.
