Sanitization Models and their Limitations
- R. Crawford, M. Bishop, B. Bhumiratana, L. Clark, and K. Levitt,
“Sanitization Models and their Limitations,”
Proceedings of the New Security Paradigms Workshop
pp. 41–56 (Sep. 2006).
PDF (free, goes to the ACM Digital Library)
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.mechanism prospectively to cover most corporate Intranets.