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qif 1.4.0
qif 1.4.0

Modules

  • Basics
  • Channels
    • Channel composition
  • Probability distributions
  • Metrics and other distance functions
    • Metric optimization problems
  • Vulnerability and leakage measures
    • Bayes vulnerability
    • Bayes risk
    • Vulnerability of guessing a predicate of the secret
    • Risk of guessing a predicate of the secret
    • g-vulnerability
    • ℓ-risk (loss-based Bayes risk)
    • Shannon entropy
    • Guessing entropy
    • d-privacy
  • Mechanism construction
    • Mechanism construction for Bayes vulnerability
    • Mechanism construction for Bayes risk
    • Mechanism construction for g-vulnerability
    • Mechanism construction for ℓ-risk
    • Mechanism construction for Shannon entropy
    • Mechanism construction for geo-indistinguishability
    • Mechanism construction for d-privacy
  • Refinement relations
  • Utility measures
  • Linear solver
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Mechanism construction¶

qif.mechanism

  • Mechanism construction for Bayes vulnerability
  • Mechanism construction for Bayes risk
  • Mechanism construction for g-vulnerability
  • Mechanism construction for ℓ-risk
  • Mechanism construction for Shannon entropy
  • Mechanism construction for geo-indistinguishability
  • Mechanism construction for d-privacy
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Mechanism construction for Bayes vulnerability
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d-privacy
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