Using the Poisson formula sounds like a good idea.

Do you also get an overflow error if you calculate the probability of the opposite event that less than or equal to 10 passengers contract food poisoning? That should be managable for most reasonable calculators. You can then subtract this probability from 1 to get the desired answer.