To lock the SecretBox (so it asks for the password when you want to use it next time) you must hit back button all the way until the application exits.

Clicking Home button or turning off the screen leaves SecretBox running in unlocked state. This is by design, so you can switch between your online banking and SecretBox to get that password you cannot remember.