Did you stop it through DirectAdmin or console? Unless you stop it through DA, DA will try to restart it. Also, change your SSH port and 99.99% of those login attempts will stop.
I allways stop it true DA.
I found it also in the yesterdays log file. DA just restarted all the services but I don't see a DA crash. Maybe i'm overlooking something.