The Science of Quantitative Information Flow is popular PDF and ePub book, written by Mário S. Alvim in 2020-09-23, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, The Science of Quantitative Information Flow can be Read Online from any device for your convenience.
The Science of Quantitative Information Flow Book PDF Summary
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. 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. 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.
Detail Book of The Science of Quantitative Information Flow PDF
- Author : Mário S. Alvim
- Release : 23 September 2020
- Publisher : Springer Nature
- ISBN : 9783319961316
- Genre : Computers
- Total Page : 478 pages
- Language : English
- PDF File Size : 13,8 Mb
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