You need to generate SSH Key ( the private key )on your cpanel server and then update remote server with the authorized_keys
1. Check if .ssh folder already exist under your home directory
If not create a folder .ssh
# mkdir .ssh
2. Generate or create SSH key run ssh-keygen command.
# ssh-keygen -t rsa