It was only access by opportunists that I am trying to avoid.
A password will protect against a nosey person who tries to log in, fails, and gives up. That's about all it will do though.
Always a good idea to say what threat model you're worried about when asking for security advice, otherwise you could get wildly different answers each of which would be correct for a different scenario.