Yes, it is illegal and is an infraction.
Vehicle Code section 5200:
5200.  (a) When two license plates are issued by the department for
use upon a vehicle, they shall be attached to the vehicle for which
they were issued, one in the front and the other in the rear.
(b) When only one license plate is issued for use [...]