"Balancing Privacy and Regulation" Abstract In certain applications the issue of privacy (anonymity) is a central one. A few examples are voting, auctions, anonymous payments/transactions (such as trading stock), anonymous mails, or authorization/authentication of sensitive documents. In most cases, however, unconditional anonymity contradicts either regulation or policy guidelines: e.g., payments need to be traceable by the Federal Government (for both tax reasons and prevention of fraud/abuse), anonymous mails need to be traced if they are offending, participants in auctions need to be identified if they default, etc. Fortunately, recent cryptographic advances allow anonymous systems to be implemented such that a trusted party (or collection of parties) can selectively break the system's anonymity. Therefore, e.g., a malicious e-mail can be traced to its sender, without compromising anonymity of the rest of the system. We present various settings where privacy and tracing need to be balanced and discuss the methods used for achieving these seemingly contradicting goals. Open research questions conclude the talk.