When budget woes reduced the sheriff's department in one rural Oregon county to a bare-bones force, residents decided to take matters into their own hands -- creating armed patrol groups in defiance of local officials.

Their decision has raised safety concerns with the county government, which would prefer residents instead hike their own taxes to fund the hiring of trained deputies. But despite the risks, the move stands as a unique, some would say innovative, response to one of the country's most severe local budget crunches.

The government in Josephine County, where nearly 70 percent of the land is owned by the U.S. government, had long relied on federal timber subsidies to pay the bills. When the feds terminated the funds, county officials scrambled to pass a May 2012 tax levy to make up a nearly $7.5 million budget shortfall.

However, the county's residents voted against the levy, and as a result the Josephine County Sheriff’s Office was gutted. The major crimes unit closed, dozens of prisoners were released from the county jail and the department reduced operations to Monday-Friday, eight hours a day.

The Sheriff’s Office then issued a press release announcing their deputies would only be responding to what they deemed “life-threatening situations.”

Ken Selig -- who was the longest-serving law enforcement officer in all three local agencies when he was forced to retire from the department due to cuts -- told FoxNews.com he found the sheriff’s declaration unacceptable. And he felt compelled to guard his community’s vulnerable members.