Synonyms for Illiterate (same or very similar meaning)
WordNet sense 1 (a person unable to read):
nonreader, illiterate person
WordNet sense 2 (having little acquaintance with writing):
unlettered
WordNet sense 3 (not having a good education):
uneducated
From the ODE community, based on WordNet
add/edit