One of the reasons we care about information security is protectingprivacy, and satisfying requirements of privacy law. But whatexactly is meant by privacy? Is security sufficient to provideprivacy? This talk looks at some background on data privacy,and techniques for privacy protection including anonymity anddifferential privacy.