Cryptocurrency Transaction Analysis From a Network Perspective

Cryptocurrency Transaction Analysis From a Network Perspective
Title Cryptocurrency Transaction Analysis From a Network Perspective PDF eBook
Author Zhong-Yuan Zhang
Publisher Frontiers Media SA
Total Pages 120
Release 2022-08-19
Genre Science
ISBN 288976799X

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Financial Cryptography and Data Security

Financial Cryptography and Data Security
Title Financial Cryptography and Data Security PDF eBook
Author Nicolas Christin
Publisher Springer
Total Pages 503
Release 2014-11-08
Genre Computers
ISBN 3662454726

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This book constitutes the thoroughly refereed post-conference proceedings of the 18th International Conference on Financial Cryptography and Data Security (FC 2014), held in Christ Church, Barbados, in March 2014. The 19 revised full papers and 12 short papers were carefully selected and reviewed from 165 abstract registrations and 138 full papers submissions. The papers are grouped in the following topical sections: payment systems, case studies, cloud and virtualization, elliptic curve cryptography, privacy-preserving systems, authentication and visual encryption, network security, mobile system security, incentives, game theory and risk, and bitcoin anonymity.

Blockchain and Trustworthy Systems

Blockchain and Trustworthy Systems
Title Blockchain and Trustworthy Systems PDF eBook
Author Hong-Ning Dai
Publisher Springer Nature
Total Pages 652
Release 2021-12-02
Genre Computers
ISBN 9811679932

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This book constitutes the thoroughly refereed post conference papers of the Third International Conference on Blockchain and Trustworthy Systems, Blocksys 2021, held in Guangzhou, China, in August 2021.*The 38 full papers and the 12 short papers were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections: Contents Blockchain and Data Mining; Performance Optimization of Blockchain; Blockchain Security and Privacy; Theories and Algorithms for Blockchain; Blockchain and Internet of Things; Blockchain and Smart Contracts; Blockchain Services and Applications; Trustworthy System Development.*

Analysis and Prediction of the Ethereum Transaction Network

Analysis and Prediction of the Ethereum Transaction Network
Title Analysis and Prediction of the Ethereum Transaction Network PDF eBook
Author Timon Behr
Publisher
Total Pages
Release 2020
Genre
ISBN

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From Blockchain to Web3 & Metaverse

From Blockchain to Web3 & Metaverse
Title From Blockchain to Web3 & Metaverse PDF eBook
Author Huawei Huang
Publisher Springer Nature
Total Pages 226
Release 2023-09-06
Genre Technology & Engineering
ISBN 9819936489

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The Metaverse seamlessly integrates the real world with the virtual world and allows avatars to engage in a broad range of activities including entertainment, social networking, and trading. In this book, we dive into the Metaverse by discussing how blockchains connect various Metaverse components, digital currencies, and blockchain-empowered applications in the virtual world. On the other hand, Web3 has also attracted considerable attention due to its uniquely decentralized characteristics. The digital economy, currently undergoing a rapid development, is a critical driver to highly efficient societies. It is imperative that we investigate how to use Web3 technologies to address the critical concerns encountered during the development of the digital economy by fully exploring Web3. In this book, we also share insights into the Web3-based ecosystem in the Metaverse; topics of interest include decentralized finance, digital assets, the asset-trading market, etc. Unlike most works on the subject, this book mainly concentrates on insights and discussions regarding blockchain, the Metaverse and Web3. In other words, it focuses on using blockchain technologies to enable an ecosystem for both the Metaverse and Web3. Topics addressed include blockchain fundamentals, smart contracts, value circulation in the Metaverse, the connection between the Metaverse and Web3, the establishment of the Metaverse on the basis of blockchain technologies, decentralized autonomous organization, decentralized storage, digital economy, Web3-based economic systems for the Metaverse, etc. This book will be a valuable resource for students, researchers, engineers, and policymakers working in various areas related to blockchain, the Metaverse and Web3. We hope that it will also inspire readers from academia and industry alike, and ultimately help them create a truly open, fair, and rational ecosystem for the Metaverse and Web3.

Blockchain Intelligence

Blockchain Intelligence
Title Blockchain Intelligence PDF eBook
Author Zibin Zheng
Publisher Springer Nature
Total Pages 170
Release 2021-05-31
Genre Computers
ISBN 9811601275

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This book focuses on using artificial intelligence (AI) to improve blockchain ecosystems. Gathering the latest advances resulting from AI in blockchain data analytics, it also presents big data research on blockchain systems. Despite blockchain's merits of decentralisation, immutability, non-repudiation and traceability, the development of blockchain technology has faced a number of challenges, such as the difficulty of data analytics on encrypted blockchain data, poor scalability, software vulnerabilities, and the scarcity of appropriate incentive mechanisms. Combining AI with blockchain has the potential to overcome the limitations, and machine learning-based approaches may help to analyse blockchain data and to identify misbehaviours in blockchain. In addition, deep reinforcement learning methods can be used to improve the reliability of blockchain systems. This book focuses in the use of AI to improve blockchain systems and promote blockchain intelligence. It describes data extraction, exploration and analytics on representative blockchain systems such as Bitcoin and Ethereum. It also includes data analytics on smart contracts, misbehaviour detection on blockchain data, and market analysis of blockchain-based cryptocurrencies. As such, this book provides researchers and practitioners alike with valuable insights into big data analysis of blockchain data, AI-enabled blockchain systems, and applications driven by blockchain intelligence.

Do the Rich Get Richer? An Empirical Analysis of the Bitcoin Transaction Network

Do the Rich Get Richer? An Empirical Analysis of the Bitcoin Transaction Network
Title Do the Rich Get Richer? An Empirical Analysis of the Bitcoin Transaction Network PDF eBook
Author Dániel Kondor
Publisher
Total Pages 10
Release 2015
Genre
ISBN

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The possibility to analyze everyday monetary transactions is limited by the scarcity of available data, as this kind of information is usually considered highly sensitive. Present econophysics models are usually employed on presumed random networks of interacting agents, and only some macroscopic properties (e.g. the resulting wealth distribution) are compared to real-world data. In this paper, we analyze Bitcoin, which is a novel digital currency system, where the complete list of transactions is publicly available. Using this dataset, we reconstruct the network of transactions and extract the time and amount of each payment. We analyze the structure of the transaction network by measuring network characteristics over time, such as the degree distribution, degree correlations and clustering. We find that linear preferential attachment drives the growth of the network. We also study the dynamics taking place on the transaction network, i.e. the flow of money. We measure temporal patterns and the wealth accumulation. Investigating the microscopic statistics of money movement, we find that sublinear preferential attachment governs the evolution of the wealth distribution. We report a scaling law between the degree and wealth associated to individual nodes.