Authorities released surveillance photos showing the man entering the Gilbert Sports Arena at the school.
Investigators say he entered the women's locker room twice - on May 22 and June 12, both times around 8 p.m. The suspect exposed himself during the June 12 incident.
If you can identify the suspect, contact the Thousand Oaks Police Department.