The alleged attack happened on Sun Lodge and Desert Marigold on Sunday morning.
Investigators say the deputy responded about a noise complaint and tried arresting one of the people at a party. That's when he says the group attacked him.
Four partygoers are in custody.
The deputy was taken to the hospital for minor injuries. Investigators are looking at body camera video to see if anyone else will be arrested.