Hi Daniel, sure, here is the config:
Build configuration
Include a build parameter of type Password 
Then add an Execute shell script on remote host using ssh build task. Inside the command block, call a shell script taking a argument. Use the parameter as argument.

Run the build
When running it using the Build with Parameters link, the task is successfully executed, but all the used parameters are printed out in the console output (as well as the script itself).

This would be fine for normal parameters, but it is a security issue for passwords, as they are to be kept secret!
Could you explain how you configured the build step or build wrapper to include passwords?