There's a contract to deliver on the promises made:
https://www.kickstarter.com/terms-of-use#section4
The language isn't real strong though:
If a creator is unable to complete their project and fulfill rewards, they’ve failed to live up to the basic obligations of this agreement. To right this, they must make every reasonable effort to find another way of bringing the project to the best possible conclusion for backers.