The Tulare County Sheriff's Office says five to six men identified themselves as law enforcement, even showing fake badges. One man was armed with a rifle while the others had handguns.
The suspects took an unknown amount of medical marijuana before running from the home. Three men were home at the time, and one received minor injuries.
Anyone with information is asked to call the sheriff's office.
