I am pretty sure you can. The only thing is that you don't want it going off because they will get really upset and your bag may get searched and that can be really embarrassing. I had a friend that had an electric razor go off and everybody thought it was a vibrator. Not fun. Here is a link to the TSA prohibited items.
