The Los Angeles County Sheriff's Department was actively searching for a gunman in Norwalk after deputies believe they were fired upon Friday night.
There was a large deputy presence, including several streets blocked off, after the gunfire.
The department was asking the public to avoid the area northeast of Alondra and Pioneer boulevards.
No deputies were hurt in the shooting.
Authorities did not immediately have a description of the shooter.