Generalized Differential Privacy: Regions of Priors That Admit Robust Optimal Mechanisms

DOI10.1007/978-3-319-06880-0_16zbMath1407.68154OpenAlexW2151204934MaRDI QIDQ5418970

Catuscia Palamidessi, Konstantinos Chatzikokolakis, Ehab ElSalamouny

Publication date: 2 June 2014

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-06880-0_16

Mathematics Subject Classification ID

Coding and information theory (compaction, compression, models of communication, encoding schemes, etc.) (aspects in computer science) (68P30)

Uses Software

• PrivateLR

Cites Work

• Anonymity protocols as noisy channels
• Quantitative Notions of Leakage for One-try Attacks
• Linear dependent types for differential privacy
• Probabilistic relational reasoning for differential privacy
• On the Relation between Differential Privacy and Quantitative Information Flow
• On the Foundations of Quantitative Information Flow
• Universally utility-maximizing privacy mechanisms
• Impossibility of Differentially Private Universally Optimal Mechanisms
• Beyond Differential Privacy: Composition Theorems and Relational Logic for f-divergences between Probabilistic Programs
• Theory of Cryptography
• Differential Privacy

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