How about allowing enemies to collect taxes instead of you during take over.
I believe at the moment if your region is being taken over, you don't get the gold for that week - not sure if the gold gets pushed to the following week in which case you won't really be losing much.
How about allowing your enemy to collect the gold and food at a reduced rate? And maybe that rate will increase depending on how close the region is from being taken over?