The would-be robber fled on foot, deputies said. A SWAT team that was training nearby joined police, who were able to catch the man after about an hour and take him into custody, officials said.
The man didn't have a gun at the time of his arrest. Deputies searched for the weapon and found it nearby.
Investigators have swabbed the woman’s car for DNA evidence.