The incident happened at Paloma Valley High School during lunch Monday, according to Candace Reines, deputy superintendent of the Perris Union High School District.
The school district said there was a verbal confrontation that escalated into a physical altercation, and three students attacked the male teacher.
Each of the three students have been suspended.
Officials said no one was seriously injured.