Yes, while they are not sworn enemies, it is dangerous to let them be close to each other. Deers are usually calm animals, and they are not the ones to pick up fights with dogs. But once the dog threatens them, they will attack the source they feel threatened, a dog in this case. Under these circumstances, the deers can fight dogs to survive.