I don't think Nick's answer is correct, since if you have a charged sphere, the EM field changes even though it is perfectly rotationally symmetric. In fact, the system produces magnetic field and will radiate if the rotational speed changes in time.
My answer to the original question is: No or Maybe...
Using maxwell's eq, Given B and E, we can find the current density. In this case, there is a surface current moving around the cylinder to produce the magnetic field. E=0 so that the net charge is zero. If you rotate this cylinder at a uniform speed, the current caused by the positive charge increases, However, this is canceled by the new current caused by negative charges, so that J stays the same and hence B is unchanged.
Now, if you are speaking of relativistic speed... then I don't know. It depends on how the rotation is applied and how J is changed. Actually, even in the previous case, it depends on what you mean by rotation, do you mean every single particle in the cylinder moves with an additional speed? or something else?