Two new lectures discuss how to protect respondents’ privacy while accounting for selection biases in randomized surveys. Randomized Response Surveys provides an introduction to using probability to design a survey such that the designer is unaware of individuals’ responses, particularly when they may belong to a stigmatized group. Expected Utilities of Random Responses considers how to optimally design a survey with privacy protections using an expected utility approach.