"Children severely flogged" -- illustration to an article in The Illustrated Police News
Severe can mean strict, harsh, hard or bitter; very bad or intense; sober or austere. A severe punishment is a hard punishment.
The adverb of severe is severely. For example, a person can be spanked severely, as opposed to lightly.