Not so much a hidden game, but i would say not well known about, outside of the Japanese quiz game community.

Quiz Marugoto the World 2 - Time Machine ni Onegai!.
after answering about 10 questions correctly in the the first quiz mode (old history).
The screen displays a 'red alert' and you play a mini shoot-em up with music similar to Star Force.