Here's a link to an old tax related thread:
https://www.serviceacademyforums.com/index.php?threads/rotc-and-taxes.19341/
Essentially stipends, both substances and book allowances are tax exempt. As a cadet/midshipman, you will be taxed for pay from summer training (AF Field Training, Marine...