Bad Santa Caught on Film Robbing Australian Post Office (VIDEO)

11/17/2014 AT 08:30 AM EST

Talk about a seasonal creep.

Police in Melbourne, Australia, have released CCTV footage of a man dressed as Santa Claus robbing a post office Saturday. Mr. Kringle crammed fistfuls of cash into a sack before fleeing the scene in a cream-colored Jeep with stolen license plates.

No one was hurt, but Victoria police detective Bryan Strangman told 9News that the two female postal workers on duty were "quite shaken" by the incident. (Strangman adds that the pair initially thought that the man "was going to give them some lollies.")

Police have asked the public to come forward with any details – so far, all they know is that he's a 6'-tall Caucasian male with a beard as white as snow. Other details, such as twinkling eyes, a nose like a cherry and a mouth drawn up like a bow, are speculative at this point.