You conveniently left out the part where he walked through a hole in the airport fence.
Airfields are expected to be secure areas. If you can walk through a hole in a fence there's issues.
Remember a guy stole an entire airplane a few years ago (RIP Sky King). Airplanes don't have ignition keys.