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NSPW 2006
Citation
- R. Crawford, M. Bishop, B. Bhumiratana, L. Clark, and K. Levitt, “Sanitization Models and their Limitations,” to appear in the Proceedings of the New Security Paradigms Workshop (Sep. 2006).
Paper
Slides
Abstract
This work explores issues of computational disclosure control. We examine assumptions in the foundations of traditional problem statements and abstract models. We offer a comprehensive frame- work, based on the notion of an inference game, that unifies various inference problems by parameterizing their problem spaces. This work raises questions regarding the significance of intractability results. We analyze common structural aspects of inference prob- lems via case studies; these emphasize why explicit policies are needed to specify all social context and ethical values relevant to a problem instance.Copyright Notice
This is a preprint of the paper that will appear in the proceedings.© ACM, 2006. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in Proceedings of the 2006 Workshop on New Security Paradigms, Sep. 2006.
