What is the state of the art concerning security of Jupyter? As it provides in essence a remote shell it's vulnerable to local privilege escalation.
Some people "sandbox" it in Docker (and this is controversial AFAIK), but although I like the notebook UI, I don't want to give people a "native" shell just to do some data exploration.