They started on Saturday night and continued through Monday morning. Most happened on 400 block of North McClurg and the 300 block of East Illinois.
Police say two men armed with a handgun approached drivers as they were getting out of their vehicles.
Two of the cars stolen are still missing: a black Jeep Grand Cherokee and a grey Chevy Cruze.