Illinois lease transfer tax?

I am at surburb Chicago, dupage county, trying to accept a transfer of lease, the guy who currently leasing the car is at cook county, his tax and fees are paid upfront.
My question is: other than plate and registration, do I need to pay the so-called use tax to the county or the state? And how is it calculated if so?
Thank you so much.