If you are pulled over in a borrowed vehicle that is not registered or insured is the owner or the driver responsible?

This happened to me over the summer. Note that I live in Virginia.

The car was in my brother's name and I drove it. We got the car registered before our court day and came to court with the registration in hand and we were let go.