TitleA Bayesian Network Schema for Lessoning Database Inference
Publication TypeConference Paper
Year of Publication2001
AuthorsChang, LW., and I. S. Moskowitz
Conference NameInternational Conference on Computational Intelligence for Modeling, Control and Automation
Conference LocationLas Vegas, Nevada
Abstract

"Database inference" occurs when unauthorized users infer sensitive information from publicly released data. To protect against such "inference attacks," information that is probabilistically related to sensitive information must be examined and perhaps modified. We introduce a formal schema for database inference analysis, based upon a Bayesian network structure, which identifies critical parameters involved in the inference problem and represents them in a coherent framework.

Full Text

ChangMoskowitz2001.pdf

NRL Publication Release Number

00-1221.1-0626