Algebraic Foundations for Information Theoretical, Probabilistic and Guessability measures of Information Flow

@article{Malacaria2011AlgebraicFF,
  title={Algebraic Foundations for Information Theoretical, Probabilistic and Guessability measures of Information Flow},
  author={Pasquale Malacaria},
  journal={CoRR},
  year={2011},
  volume={abs/1101.3453}
}
Several mathematical ideas have been investigated for Quantitative Information Flow. Information theory, probability, guessability are the main ideas in most proposals. They aim to quantify how much information is leaked, how likely is to guess the secret and how long does it take to guess the secret respectively. In this paper, we show how the Lattice of Information provides a valuable foundation for all these approaches; not only it provides an elegant algebraic framework for the ideas, but… CONTINUE READING
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