I use zipties.

It stops the casual thief and you know if someone (TSA or otherwise) has tampered with your bag. The only downside is they're a devil to get off with anything that you can carry in your carry-on luggage.

PS - Cut the Ziptie's tail off and tie it tight or risk it getting court in the luggage belt!