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An axiomatization of information flow measures
2019
Theoretical Computer Science
Quantitative information flow aims to assess and control the leakage of sensitive information by computer systems. A key insight in this area is that no single leakage measure is appropriate in all operational scenarios; as a result, many leakage measures have been proposed, with many different properties. To clarify this complex situation, this paper studies information leakage axiomatically, showing important dependencies among different axioms. It also establishes a completeness result about
doi:10.1016/j.tcs.2018.10.016
fatcat:mqhzmgcxzbdrfhydxbjojz2pcq