Hey, you will have to send a legal notice from an advocate. That should help getting deposit back.
This is a matter tenancy agreement
You can send legal notice through your advocate and can claim your security deposit
Inspite of notice if no security deposit paid by owner then you can file suit for recovery of security deposit before Honourable court
You can call me for advise mob 9359867870