Invalid files as in it creates PDF, but it is not valid PDF and it will fail to open. When trying to scan into TIFF, it will crash.
It is pretty much device specific; an HP MFP at home works fine. The Samsung app was an workaround, but it was pretty obvious that nobody is going to fix Image Capture.
You can also try VueScan, which is a spartan UI, but works great.