The juxtaposition of two contradictory ideas is oxymoron, from the Greek words for “sharp” and “foolish.” Everybody’s favorite examples are facetious ("military intelligence"), but poets can often use oxymoron for striking effects (such as Milton’s “darkness visible").
Note: This guide is still in the early stages of development.
Three question marks mean I have to write more on the subject. Bear with me.