Judges is so called because it tells of the times of various rulers, or judges, of Israel from the possession of Canaan until the time of Samuel. Also found in Judges is the recounting of the adventures of Samson.

Judges 20

20:12 And the tribes of Israel sent men through all the tribe of Benjamin, saying, What wickedness is this that is done among you?