You can detect this only in limited circumstances. Specifically, in chrome if a file was selected earlier and then the file dialog is clicked and cancel clicked, Chrome clears the file and fires the onChange event.
https://code.google.com/p/chromium/issues/detail?id=2508
In this scenario, you can detect this by handling the onChange event and checking the files property.