I've had this a few times, and each time differs, but the one where this has happened a couple times is when configuring the Primary/Async relationship in the system Management portal, rather than a Unix prompt, it does not force you to configure you to set your password in your Edit SSL/TLS Menu of the Mirror Configuration. 

If you haven't done so, try that out. Sometimes, it's the little things