Actually they do turn off transponders for training when undetected flight is what they are practicing. I flew in P3s in the 80s and we turned those off all the time when we got to our first waypoint over the atlantic. Sometimes our target was actually far north or south of where we first turned it off. That point it was turned off meant we could fly another hour and change course undetected to our target.