You have a couple of options. One is to do a test (or confidence interval) for the difference of two proportions. Here is a link to a similar question with a solution in R: https://stats.stackexchange.com/questions/58667/change-in-binomial-proportion-confidence-interval 

Another option is to do a permutation test since your samples are so small.