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Bitcoin : A game-theoretic analysis

By: Material type: TextLanguage: English Publication details: Boston : De Gruyter, 2023.Description: xv, 328 p. : ill. ; 25 cmISBN:
  • 9783110772838
Subject(s): Other classification:
  • D65,8(B):(X62) R3
Summary: The definitive guide to the game-theoretic and probabilistic underpinning for Bitcoin's security model. The book begins with an overview of probability and game theory. Nakamoto Consensus is discussed in both practical and theoretical terms. This volume: Describes attacks and exploits with mathematical justifications, including selfish mining. Identifies common assumptions such as the Market Fragility Hypothesis, establishing a framework for analyzing incentives to attack. Outlines the block reward schedule and economics of ASIC mining. Discusses how adoption by institutions would fundamentally change the security model. Analyzes incentives for double-spend and sabotage attacks via stock-flow models. Overviews coalitional game theory with applications to majority takeover attacks. Presents Nash bargaining with application to unregulated environments. This book is intended for students or researchers wanting to engage in a serious conversation about the future viability of Bitcoin as a decentralized, censorship-resistant, peer-to-peer electronic cash system. Explains the game theoretic underpinning of Bitcoin from inception to large-scale adoption. Combines basics of game theory, probability and the Proof-of-Work protocol. Includes end of chapter exercises, and python code snippets. --
Item type: Textual
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Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
Textual Central Science Library Central Science Library D65,8(B):(X62) R3 (Browse shelf(Opens below)) Available SL1655998

Includes bibliographical references and index.

The definitive guide to the game-theoretic and probabilistic underpinning for Bitcoin's security model. The book begins with an overview of probability and game theory. Nakamoto Consensus is discussed in both practical and theoretical terms. This volume: Describes attacks and exploits with mathematical justifications, including selfish mining. Identifies common assumptions such as the Market Fragility Hypothesis, establishing a framework for analyzing incentives to attack. Outlines the block reward schedule and economics of ASIC mining. Discusses how adoption by institutions would fundamentally change the security model. Analyzes incentives for double-spend and sabotage attacks via stock-flow models. Overviews coalitional game theory with applications to majority takeover attacks. Presents Nash bargaining with application to unregulated environments. This book is intended for students or researchers wanting to engage in a serious conversation about the future viability of Bitcoin as a decentralized, censorship-resistant, peer-to-peer electronic cash system. Explains the game theoretic underpinning of Bitcoin from inception to large-scale adoption. Combines basics of game theory, probability and the Proof-of-Work protocol. Includes end of chapter exercises, and python code snippets. --

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