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 11

11:23 So now the LORD God of Israel hath dispossessed the Amorites from before his people Israel, and shouldest thou possess it?