Using docker does not help in this specific case - if the attackers came via ssh, they will have root access as before, and if they come in through the application, they still control your application inside the container and can make it serve what they want.

For ssh, the problem does not lie within password auth itself, but with weak passwords. A good password is more secure than a keypair on a machine whose files you can't keep private.