Cake poisoning can occur due to contamination from bacteria, mold, or harmful ingredients. Common culprits include spoiled dairy, undercooked eggs, or improper storage. Symptoms include nausea, vomiting, and stomach cramps. To prevent cake poisoning, ensure proper handling, storage, and use of fresh ingredients.