The Hattiesburg American reported Saturday that receivers DeAndre Brown and Johdrick Morris and linebacker Martez Smith were arrested Thursday. Hattiesburg Police Department spokesman Sgt. Allen Murray said they were booked with disorderly conduct, a misdemeanor.
Coach Larry Fedora did not immediately return a call from The Associated Press to his home Saturday for comment.
Brown caught 47 passes for 785 yards and nine touchdowns last season.
Smith had 82 tackles in 13 games.
Morris played in nine games and started five, catching eight passes for 131 yards and a touchdown.