You're wrong. Arabs are allowed to serve but are not subject to the draft. If they volunteered they'd be accepted, but the choose not to.
Israeli troops shoot, injure Palestinian crossing Gaza border fence (Haaretz)
from the article: Expansion of impoverished Israeli Arab town angers Jewish neighbors