This one is a huge surprise: dairy can be really bad for your dog. Cheese is a popular dog training treat, and it's not really one of the most dangerous foods for dogs. However, too much cheese can cause constipation or diarrhea in the short term, and in the long term, obesity and lasting gastrointestinal issues.