My previous dog use to terrorize the neighbor's cat and then would eat the cat food. The solution was my neighbors put the cat's food up on a shelf. My dog wasn't too good at climbing vertical heights.

Cat food which tends to have higher protein is just fine for dogs- well at least it probably tastes great to a dog. However dog food isn't too good for cats.