From the Admin panel, select System > Configuration.
In the Configuration panel on the left, under Sales, select Tax
Click to expand the calculation settings, and in the dropdown of shipping prices select Including Tax.
Also on the same page expand price display setting.
In display shipping Prices select including tax.
Hope these will do the thing if you haven't changed and core file of magento