Yes, panic attacks can occur during sleep, and can wake you up. In fact, panic attacks can occur when you are resting, sitting on the couch, or lying in bed. Panic attacks are a characteristic feature of panic disorder. The following video explains the development of panic disorder, and how to get help for it: