According to the Department of Defense Instruction 6055.4. Paragraph E3.2 there are quite a few articles of clothing required to ride a motorcycle on base.

-A DOT Approved Helmet
-Eye Protection
-Foot Protection (No Sandals)
-Protective Clothing - long sleeve shirts, pants and gloves
- Bright Upper Garments (Reflective is required at night)