Unfortunately this is dependent on your jurisdiction. In Virginia it's been ruled that law enforcement can't force a password out of you, but in federal court and in other jurisdictions (Florida), they can imprison you indefinitely for not revealing your password.

The justification used is that the password itself doesn't incriminate you, it's just a password. The stuff that would be revealed with the password might be incriminating, but that's different.