Little more complex than that. They issue a command that ends up downloading a bunch of shell scripts and goes from there. Does a lot of other nasty things too like trying to steal any ssh key on the machine to presumably use those machines to mine.
Luckily running inside of docker prevents a lot of that by default.
It is very noticeable though when you log into your dev server and the cpu is pegged at 100%.