000 | 04819nam a22006255i 4500 | ||
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001 | 978-3-319-96131-6 | ||
003 | DE-He213 | ||
005 | 20240423130306.0 | ||
007 | cr nn 008mamaa | ||
008 | 200922s2020 sz | s |||| 0|eng d | ||
020 |
_a9783319961316 _9978-3-319-96131-6 |
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024 | 7 |
_a10.1007/978-3-319-96131-6 _2doi |
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050 | 4 | _aQA76.9.A25 | |
072 | 7 |
_aUR _2bicssc |
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072 | 7 |
_aUTN _2bicssc |
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072 | 7 |
_aCOM053000 _2bisacsh |
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072 | 7 |
_aUR _2thema |
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072 | 7 |
_aUTN _2thema |
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082 | 0 | 4 |
_a005.8 _223 |
100 | 1 |
_aAlvim, Mário S. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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245 | 1 | 4 |
_aThe Science of Quantitative Information Flow _h[electronic resource] / _cby Mário S. Alvim, Konstantinos Chatzikokolakis, Annabelle McIver, Carroll Morgan, Catuscia Palamidessi, Geoffrey Smith. |
250 | _a1st ed. 2020. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2020. |
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300 |
_aXXVIII, 478 p. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aInformation Security and Cryptography, _x2197-845X |
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505 | 0 | _aPart 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. | |
520 | _a<p>This book presents a comprehensive mathematical theory that explains precisely what information flow is, how it can be assessed quantitatively – so bringing precise meaning to the intuition that certain information leaks are small enough to be tolerated – and how systems can be constructed that achieve rigorous, quantitative information-flow guarantees in those terms. It addresses the fundamental challenge that functional and practical requirements frequently conflict with the goal of preserving confidentiality, making perfect security unattainable.</p><p>Topics include: a systematic presentation of how unwanted information flow, i.e., "leaks", can be quantified in operationally significant ways and then bounded, both with respect to estimated benefit for an attacking adversary and by comparisons between alternative implementations; a detailed study of capacity, refinement, and Dalenius leakage, supporting robust leakage assessments; a unification of information-theoretic channels and information-leaking sequential programs within the same framework; and a collection of case studies, showing how the theory can be applied to interesting realistic scenarios.</p><p>The text is unified, self-contained and comprehensive, accessible to students and researchers with some knowledge of discrete probability and undergraduate mathematics, and contains exercises to facilitate its use as a course textbook.</p>. | ||
650 | 0 | _aData protection. | |
650 | 0 | _aData structures (Computer science). | |
650 | 0 | _aInformation theory. | |
650 | 0 | _aSoftware engineering. | |
650 | 1 | 4 | _aData and Information Security. |
650 | 2 | 4 | _aData Structures and Information Theory. |
650 | 2 | 4 | _aSoftware Engineering. |
700 | 1 |
_aChatzikokolakis, Konstantinos. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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700 | 1 |
_aMcIver, Annabelle. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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700 | 1 |
_aMorgan, Carroll. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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700 | 1 |
_aPalamidessi, Catuscia. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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700 | 1 |
_aSmith, Geoffrey. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783319961293 |
776 | 0 | 8 |
_iPrinted edition: _z9783319961309 |
830 | 0 |
_aInformation Security and Cryptography, _x2197-845X |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-96131-6 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
_c187062 _d187062 |