What is an appropriate way to deal with/avoid office "cake" events?

Our office has a cake every time someone has a birthday, or is leaving, or getting married, or if the salespeople make their numbers, etc etc. I don’t like cake and icing makes me gag, but if I don’t participate in these events I’m afraid I’ll be blackballed. What would you do?