According to this
, section 5 talks about how USB 3 and USB 2 cables are different.
It would have made sense for the design to be backwards compatible but that doesn't mean it will be. I think it will be safe to try. If the drive was to get enough power to operate, I'd expect it to work at USB 2 speeds.
Give it a shot and let us know the results!