Using human foods may be safe occasionally, but can often be toxic to dogs.
Cheese: While Cheese and other dairy products are not poisonous to dogs (unless they're moldy, that is), they are difficult for dogs to digest.
This is because dogs do not possess large amounts of lactase, which helps break down dairy.