1968, U.S. college student slang, probably a variant of feeb "feeble or feeble-minded person."
Entries linking to dweeb
feeb n.
slang for "feeble-minded person," by 1914, American English, from feeble. Other words used in the same sense were feeble (n.), mid-14c.; feebling (1887).