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Modern cryptography, probabilistic proofs and pseudorandomness
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ISBN: 354064766X 364208432X 3662125218 Year: 1999 Volume: 17 Publisher: New York : Springer,

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You can start by putting the DO NOT DISTURB sign. Cay, in Desert Hearts (1985). The interplay between randomness and computation is one of the most fas­ cinating scientific phenomena uncovered in the last couple of decades. This interplay is at the heart of modern cryptography and plays a fundamental role in complexity theory at large. Specifically, the interplay of randomness and computation is pivotal to several intriguing notions of probabilistic proof systems and is the focal of the computational approach to randomness. This book provides an introduction to these three, somewhat interwoven domains (i.e., cryptography, proofs and randomness). Modern Cryptography. Whereas classical cryptography was confined to the art of designing and breaking encryption schemes (or "secrecy codes"), Modern Cryptography is concerned with the rigorous analysis of any system which should withstand malicious attempts to abuse it. We emphasize two aspects of the transition from classical to modern cryptography: ( 1) the wide­ ning of scope from one specific task to an utmost wide general class of tasks; and (2) the move from an engineering-art which strives on ad-hoc tricks to a scientific discipline based on rigorous approaches and techniques.


Book
P, NP, and NP-completeness
Author:
ISBN: 9780521192484 052119248X 9780521122542 0521122546 9780511761355 9780511909443 0511909446 9780511906657 051190665X 1282797662 9781282797666 110720433X 1139929771 9786612797668 051176135X 0511908687 0511905378 0511907931 9781139929776 6612797665 9780511908682 9780511905377 9780511907937 Year: 2010 Publisher: Cambridge New York Cambridge University Press

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The focus of this book is the P versus NP Question and the theory of NP-completeness. It also provides adequate preliminaries regarding computational problems and computational models. The P versus NP Question asks whether or not finding solutions is harder than checking the correctness of solutions. An alternative formulation asks whether or not discovering proofs is harder than verifying their correctness. It is widely believed that the answer to these equivalent formulations is positive, and this is captured by saying that P is different from NP. Although the P versus NP Question remains unresolved, the theory of NP-completeness offers evidence for the intractability of specific problems in NP by showing that they are universal for the entire class. Amazingly enough, NP-complete problems exist, and furthermore hundreds of natural computational problems arising in many different areas of mathematics and science are NP-complete.


Book
Computational Complexity and Property Testing : On the Interplay Between Randomness and Computation
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ISBN: 3030436624 3030436616 Year: 2020 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This volume contains a collection of studies in the areas of complexity theory and property testing. The 21 pieces of scientific work included were conducted at different times, mostly during the last decade. Although most of these works have been cited in the literature, none of them was formally published before. Within complexity theory the topics include constant-depth Boolean circuits, explicit construction of expander graphs, interactive proof systems, monotone formulae for majority, probabilistically checkable proofs (PCPs), pseudorandomness, worst-case to average-case reductions, and zero-knowledge proofs. Within property testing the topics include distribution testing, linearity testing, lower bounds on the query complexity (of property testing), testing graph properties, and tolerant testing. A common theme in this collection is the interplay between randomness and computation.

Keywords

Maths for computer scientists. --- Computer networking & communications. --- Computers. --- Computer organization. --- Mathematical statistics. --- Artificial intelligence. --- Computer logic. --- Application software. --- Data structures (Computer science). --- Theory of Computation. --- Computer Systems Organization and Communication Networks. --- Probability and Statistics in Computer Science. --- Logic in AI. --- Information Systems Applications (incl. Internet). --- Data Structures. --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- Electronic data processing --- File organization (Computer science) --- Abstract data types (Computer science) --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Computer science logic --- Logic, Symbolic and mathematical --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Organization, Computer --- Electronic digital computers --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Calculators --- Cyberspace --- Statistical methods --- Computer science. --- Computer engineering. --- Computer networks. --- Computer science—Mathematics. --- Logic programming. --- Information theory. --- Computer Engineering and Networks. --- Computer and Information Systems Applications. --- Data Structures and Information Theory. --- Communication theory --- Communication --- Computer programming --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Computers --- Informatics --- Science --- Distributed processing --- Design and construction

Computational complexity
Author:
ISBN: 9780521884730 052188473X 9780511804106 9780511649929 0511649924 9780511400773 0511400772 0511804105 1107186366 9781107186361 1282390317 9781282390317 0511574347 9780511574344 9786612390319 661239031X 0511398824 9780511398827 051164583X Year: 2008 Publisher: Cambridge New York Cambridge University Press

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Complexity theory is a central field of the theoretical foundations of computer science. It is concerned with the general study of the intrinsic complexity of computational tasks; that is, it addresses the question of what can be achieved within limited time (and/or with other limited natural computational resources). This book offers a conceptual perspective on complexity theory. It is intended to serve as an introduction for advanced undergraduate and graduate students, either as a textbook or for self-study. The book will also be useful to experts, since it provides expositions of the various sub-areas of complexity theory such as hardness amplification, pseudorandomness and probabilistic proof systems. In each case, the author starts by posing the intuitive questions that are addressed by the sub-area and then discusses the choices made in the actual formulation of these questions, the approaches that lead to the answers, and the ideas that are embedded in these answers.

Foundations of cryptography.
Author:
ISBN: 1107385598 1107121647 0511031602 1280430060 9786610430062 051120213X 0511174659 0511041209 0511323433 0511546890 0511046871 9781280430060 9780511546891 9781461949176 1461949173 0521791723 9780521791724 0521830842 9780521830843 9780511041204 9780511721656 9780521119917 9780521035361 Year: 2003 Publisher: Cambridge Cambridge University Press

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Cryptography is concerned with the conceptualization, definition and construction of computing systems that address security concerns. The design of cryptographic systems must be based on firm foundations. This book presents a rigorous and systematic treatment of the foundational issues: defining cryptographic tasks and solving new cryptographic problems using existing tools. It focuses on the basic mathematical tools: computational difficulty (one-way functions), pseudorandomness and zero-knowledge proofs. The emphasis is on the clarification of fundamental concepts and on demonstrating the feasibility of solving cryptographic problems, rather than on describing ad-hoc approaches. The book is suitable for use in a graduate course on cryptography and as a reference book for experts. The author assumes basic familiarity with the design and analysis of algorithms; some knowledge of complexity theory and probability is also useful.


Book
Foundations of cryptography.
Author:
ISBN: 1139883127 110738589X 051172165X 1107390389 0511837526 1107383951 1107398797 1107387469 Year: 2003 Publisher: Cambridge : Cambridge University Press,

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Cryptography is concerned with the conceptualization, definition and construction of computing systems that address security concerns. The design of cryptographic systems must be based on firm foundations. Foundations of Cryptography presents a rigorous and systematic treatment of foundational issues, defining cryptographic tasks and solving cryptographic problems. The emphasis is on the clarification of fundamental concepts and on demonstrating the feasibility of solving several central cryptographic problems, as opposed to describing ad-hoc approaches. This second volume contains a thorough treatment of three basic applications: Encryption, Signatures, and General Cryptographic Protocols. It builds on the previous volume, which provided a treatment of one-way functions, pseudorandomness, and zero-knowledge proofs. It is suitable for use in a graduate course on cryptography and as a reference book for experts. The author assumes basic familiarity with the design and analysis of algorithms; some knowledge of complexity theory and probability is also useful.


Book
A primer on pseudorandom generators
Author:
ISBN: 9781470416508 Year: 2010 Publisher: Providence, R.I. American Mathematical Society

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Digital
Property Testing : Current Research and Surveys
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ISBN: 9783642163678 9783642163661 9783642163685 Year: 2010 Publisher: Berlin, Heidelberg Springer Berlin Heidelberg

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Property Testing is the study of super-fast (randomized) algorithms for approximate decision making. These algorithms are given direct access to items of a huge data set, and determine, whether this data set has some predetermined (global) property or is far from having this property. Remarkably, this approximate decision is made by accessing a small portion of the data set. This state-of-the-art survey presents a collection of extended abstracts and surveys of leading researchers in property testing and related areas; it reflects the program of a mini-workshop on property testing that took place in January 2010 at the Institute for Computer Science (ITCS), Tsinghua University, Beijing, China. The volume contains two editor's introductions, 10 survey papers and 18 extended abstracts.


Digital
Studies in Complexity and Cryptography. Miscellanea on the Interplay between Randomness and Computation : In Collaboration with Lidor Avigad, Mihir Bellare, Zvika Brakerski, Shafi Goldwasser, Shai Halevi, Tali Kaufman, Leonid Levin, Noam Nisan, Dana Ron, Madhu Sudan, Luca Trevisan, Salil Vadhan, Avi Wigderson, David Zuckerman
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ISBN: 9783642226700 Year: 2011 Publisher: Berlin, Heidelberg Springer Berlin Heidelberg

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Computational Complexity and Property Testing : On the Interplay Between Randomness and Computation
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ISBN: 9783030436629 Year: 2020 Publisher: Cham Springer International Publishing

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This volume contains a collection of studies in the areas of complexity theory and property testing. The 21 pieces of scientific work included were conducted at different times, mostly during the last decade. Although most of these works have been cited in the literature, none of them was formally published before. Within complexity theory the topics include constant-depth Boolean circuits, explicit construction of expander graphs, interactive proof systems, monotone formulae for majority, probabilistically checkable proofs (PCPs), pseudorandomness, worst-case to average-case reductions, and zero-knowledge proofs. Within property testing the topics include distribution testing, linearity testing, lower bounds on the query complexity (of property testing), testing graph properties, and tolerant testing. A common theme in this collection is the interplay between randomness and computation.

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