Combine flour, salt, and paprika in a large bowl. Slice onion very thinly with a mandolin or sharp knife.
Pour oil to depth of 2 inches in a Dutch oven; heat to 375°. Toss onion rings into flour mixture to lightly coat. Shake off excess flour. Fry onions in batches, about 1 minute or until golden brown; drain on paper towels.