The Department may refuse to grant an application for a driver’s license in any of the circumstances set forth in § 46.2-608 as circumstances justifying the refusal of an application for the registration of a motor vehicle. The Department may refuse to issue or reissue a driver’s license for the willful failure or refusal to pay any taxes or fees required to be collected or authorized to be collected by the Department.