All cars are registered, taxed yearly and tagged. And, you must take a test and be licensed to drive a car. The antis will quickly point this out if you use the car analogy.
The courts have consistently ruled that driving on public roads is a privilege, not a right. You don't need all that stuff, or liability insurance, if you only drive your car on private property. A lot of maintenance vehicles on big airports are not licensed.