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The science of quantitative informat...

Alvim, Mario S.

The science of quantitative information flow

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	The science of quantitative information flowby Mario S. Alvim ... [et al.].
其他作者:	Alvim, Mario S.
出版者:	Cham :Springer International Publishing :2020.
面頁冊數:	xxviii, 478 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Data protection.
電子資源:	https://doi.org/10.1007/978-3-319-96131-6
ISBN:	9783319961316$q(electronic bk.)

The science of quantitative information flow
The science of quantitative information flow[electronic resource] /by Mario S. Alvim ... [et al.]. - Cham :Springer International Publishing :2020. - xxviii, 478 p. :ill., digital ;24 cm. - Information security and cryptography,1619-7100. - Information security and cryptography..

Part I, Motivation -- Introduction -- Part II, Secrets and How to Measure Them -- Modeling Secrets -- On g-Vulnerability -- Part III, Channels and Information Leakage -- Channels -- Posterior Vulnerability and Leakage -- Robustness -- Capacity -- Composition of Channels -- Refinement -- The Dalenius Perspective -- Axiomatics -- The Geometry of Hypers, Gains, and Losses -- Part IV, Information Leakage in Sequential Programs -- Quantitative Information Flow in Sequential Computer Programs -- Hidden-Markov Modeling of QIF in Programs -- Program Algebra for QIF -- Iteration and Non-termination -- A Demonic Lattice of Information -- Part V, Applications -- The Crowds Protocol -- Timing Attacks on Blinded and Bucketed Cryptography -- Defense Against Side Channels -- Multi-party Computation: The Three Judges Protocol -- Voting Systems -- Differential Privacy -- Glossary and Index.

ISBN: 9783319961316$q(electronic bk.)

Standard No.: 10.1007/978-3-319-96131-6doiSubjects--Topical Terms:

202312
Data protection.

LC Class. No.: QA76.9.A25

Dewey Class. No.: 005.8

The science of quantitative information flow
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505 0 $a Part I, Motivation -- Introduction -- Part II, Secrets and How to Measure Them -- Modeling Secrets -- On g-Vulnerability -- Part III, Channels and Information Leakage -- Channels -- Posterior Vulnerability and Leakage -- Robustness -- Capacity -- Composition of Channels -- Refinement -- The Dalenius Perspective -- Axiomatics -- The Geometry of Hypers, Gains, and Losses -- Part IV, Information Leakage in Sequential Programs -- Quantitative Information Flow in Sequential Computer Programs -- Hidden-Markov Modeling of QIF in Programs -- Program Algebra for QIF -- Iteration and Non-termination -- A Demonic Lattice of Information -- Part V, Applications -- The Crowds Protocol -- Timing Attacks on Blinded and Bucketed Cryptography -- Defense Against Side Channels -- Multi-party Computation: The Three Judges Protocol -- Voting Systems -- Differential Privacy -- Glossary and Index.
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