This report summarizes the events of the 2nd International Workshop on Privacy, Security, and Trust in KDD, at the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. The workshop was held on August 24, 2008 in Las Vegas, Nevada and brought together computer scientists working on how data protection issues factor into the context of data mining.