Sorry, but your cake probably won't come out very well without the powdered (dry) milk.
You 'might' be able to use fresh milk but I'm not sure what 1/2 cup dry would convert to, but it would be over 1 cup liquid, and you would have to eliminate that much liquid from elsewhere in the recipe to equalize.