Riders and drivers use an Uber App. You can only hail an Uber by using the App. Everyone who uses the app must register and tie a bank account or credit card to it. Also every rider and driver has reviews from other riders and drivers.
If you were ever robbed by a rider, it would be very easy to find the assailant. The rider's uber account is tied to his/her bank account/email address/and phone number.