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Linking Wallets and Deanonymizing Transactions in the Ripple Network
Proceedings on Privacy Enhancing Technologies ; 2016 (4):436–453 Pedro Moreno-Sanchez*, Muhammad Bilal Zafar, and Aniket Kate* Listening to Whispers of Ripple: Linking Wallets and Deanonymizing Transactions in the Ripple Network Abstract: The decentralized I owe you (IOU) transac- 1 Introduction tion network Ripple is gaining prominence as a fast, low- cost and efficient method for performing same and cross- In recent years, we have observed a rather unexpected currency payments. Ripple keeps track of IOU credit its growth of IOU transaction networks such as Ripple [36, users have granted to their business partners or friends, 40]. Its pseudonymous nature, ability to perform multi- and settles transactions between two connected Ripple currency transactions across the globe in a matter of wallets by appropriately changing credit values on the seconds, and potential to monetize everything [15] re- connecting paths. Similar to cryptocurrencies such as gardless of jurisdiction have been pivotal to their suc- Bitcoin, while the ownership of the wallets is implicitly cess so far. In a transaction network [54, 55, 59] such as pseudonymous in Ripple, IOU credit links and transac- Ripple [10], users express trust in each other in terms tion flows between wallets are publicly available in an on- of I Owe You (IOU) credit they are willing to extend line ledger. In this paper, we present the first thorough each other. This online approach allows transactions in study that analyzes this globally visible log and charac- fiat money, cryptocurrencies (e.g., bitcoin1) and user- terizes the privacy issues with the current Ripple net- defined currencies, and improves on some of the cur- work. -
Virtual Currency Schemes of 2012
VIRTUAL CURRENCY SCHEMES OCTOBER 2012 VIRTUAL CURRENCY SCHEMES OctoBer 2012 In 2012 all ECB publications feature a motif taken from the €50 banknote. © European Central Bank, 2012 Address Kaiserstrasse 29 60311 Frankfurt am Main Germany Postal address Postfach 16 03 19 60066 Frankfurt am Main Germany Telephone +49 69 1344 0 Website http://www.ecb.europa.eu Fax +49 69 1344 6000 All rights reserved. Reproduction for educational and non-commercial purposes is permitted provided that the source is acknowledged. ISBN: 978-92-899-0862-7 (online) CONTENTS EXECUTIVE SUMMARY 5 1 INTRODUCTION 9 1.1 Preliminary remarks and motivation 9 1.2 A short historical review of money 9 1.3 Money in the virtual world 10 2 VIRTUAL CURRENCY SCHEMES 13 2.1 Definition and categorisation 13 2.2 Virtual currency schemes and electronic money 16 2.3 Payment arrangements in virtual currency schemes 17 2.4 Reasons for implementing virtual currency schemes 18 3 CASE STUDIES 21 3.1 The Bitcoin scheme 21 3.1.1 Basic features 21 3.1.2 Technical description of a Bitcoin transaction 23 3.1.3 Monetary aspects 24 3.1.4 Security incidents and negative press 25 3.2 The Second Life scheme 28 3.2.1 Basic features 28 3.2.2 Second Life economy 28 3.2.3 Monetary aspects 29 3.2.4 Issues with Second Life 30 4 THE RELEVANCE OF VIRTUAL CURRENCY SCHEMES FOR CENTRAL BANKS 33 4.1 Risks to price stability 33 4.2 Risks to financial stability 37 4.3 Risks to payment system stability 40 4.4 Lack of regulation 42 4.5 Reputational risk 45 5 CONCLUSION 47 ANNEX: REFERENCES AND FURTHER INFORMATION ON VIRTUAL CURRENCY SCHEMES 49 ECB Virtual currency schemes October 2012 3 EXECUTIVE SUMMARY Virtual communities have proliferated in recent years – a phenomenon triggered by technological developments and by the increased use of the internet. -
Cryptocurrency: the Economics of Money and Selected Policy Issues
Cryptocurrency: The Economics of Money and Selected Policy Issues Updated April 9, 2020 Congressional Research Service https://crsreports.congress.gov R45427 SUMMARY R45427 Cryptocurrency: The Economics of Money and April 9, 2020 Selected Policy Issues David W. Perkins Cryptocurrencies are digital money in electronic payment systems that generally do not require Specialist in government backing or the involvement of an intermediary, such as a bank. Instead, users of the Macroeconomic Policy system validate payments using certain protocols. Since the 2008 invention of the first cryptocurrency, Bitcoin, cryptocurrencies have proliferated. In recent years, they experienced a rapid increase and subsequent decrease in value. One estimate found that, as of March 2020, there were more than 5,100 different cryptocurrencies worth about $231 billion. Given this rapid growth and volatility, cryptocurrencies have drawn the attention of the public and policymakers. A particularly notable feature of cryptocurrencies is their potential to act as an alternative form of money. Historically, money has either had intrinsic value or derived value from government decree. Using money electronically generally has involved using the private ledgers and systems of at least one trusted intermediary. Cryptocurrencies, by contrast, generally employ user agreement, a network of users, and cryptographic protocols to achieve valid transfers of value. Cryptocurrency users typically use a pseudonymous address to identify each other and a passcode or private key to make changes to a public ledger in order to transfer value between accounts. Other computers in the network validate these transfers. Through this use of blockchain technology, cryptocurrency systems protect their public ledgers of accounts against manipulation, so that users can only send cryptocurrency to which they have access, thus allowing users to make valid transfers without a centralized, trusted intermediary. -
Blocksci: Design and Applications of a Blockchain Analysis Platform
BlockSci: Design and applications of a blockchain analysis platform Harry Kalodner Steven Goldfeder Alishah Chator [email protected] [email protected] [email protected] Princeton University Princeton University Johns Hopkins University Malte Möser Arvind Narayanan [email protected] [email protected] Princeton University Princeton University ABSTRACT to partition eectively. In fact, we conjecture that the use of a tra- Analysis of blockchain data is useful for both scientic research ditional, distributed transactional database for blockchain analysis and commercial applications. We present BlockSci, an open-source has innite COST [5], in the sense that no level of parallelism can software platform for blockchain analysis. BlockSci is versatile in outperform an optimized single-threaded implementation. its support for dierent blockchains and analysis tasks. It incorpo- BlockSci comes with batteries included. First, it is not limited rates an in-memory, analytical (rather than transactional) database, to Bitcoin: a parsing step converts a variety of blockchains into making it several hundred times faster than existing tools. We a common, compact format. Currently supported blockchains in- describe BlockSci’s design and present four analyses that illustrate clude Bitcoin, Litecoin, Namecoin, and Zcash (Section 2.1). Smart its capabilities. contract platforms such as Ethereum are outside our scope. Second, This is a working paper that accompanies the rst public release BlockSci includes a library of useful analytic and visualization tools, of BlockSci, available at github.com/citp/BlockSci. We seek input such as identifying special transactions (e.g., CoinJoin) and linking from the community to further develop the software and explore addresses to each other based on well-known heuristics (Section other potential applications. -
Cryptocurrencies As an Alternative to Fiat Monetary Systems David A
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Digital Commons at Buffalo State State University of New York College at Buffalo - Buffalo State College Digital Commons at Buffalo State Applied Economics Theses Economics and Finance 5-2018 Cryptocurrencies as an Alternative to Fiat Monetary Systems David A. Georgeson State University of New York College at Buffalo - Buffalo State College, [email protected] Advisor Tae-Hee Jo, Ph.D., Associate Professor of Economics & Finance First Reader Tae-Hee Jo, Ph.D., Associate Professor of Economics & Finance Second Reader Victor Kasper Jr., Ph.D., Associate Professor of Economics & Finance Third Reader Ted P. Schmidt, Ph.D., Professor of Economics & Finance Department Chair Frederick G. Floss, Ph.D., Chair and Professor of Economics & Finance To learn more about the Economics and Finance Department and its educational programs, research, and resources, go to http://economics.buffalostate.edu. Recommended Citation Georgeson, David A., "Cryptocurrencies as an Alternative to Fiat Monetary Systems" (2018). Applied Economics Theses. 35. http://digitalcommons.buffalostate.edu/economics_theses/35 Follow this and additional works at: http://digitalcommons.buffalostate.edu/economics_theses Part of the Economic Theory Commons, Finance Commons, and the Other Economics Commons Cryptocurrencies as an Alternative to Fiat Monetary Systems By David A. Georgeson An Abstract of a Thesis In Applied Economics Submitted in Partial Fulfillment Of the Requirements For the Degree of Master of Arts May 2018 State University of New York Buffalo State Department of Economics and Finance ABSTRACT OF THESIS Cryptocurrencies as an Alternative to Fiat Monetary Systems The recent popularity of cryptocurrencies is largely associated with a particular application referred to as Bitcoin. -
The Nature of Decentralized Virtual Currencies: Benefits, Risks and Regulations
MILE 14 Thesis | Fall 2014 The Nature of Decentralized Virtual Currencies: Benefits, Risks and Regulations. Paul du Plessis Supervisor: Prof. Dr. Kern Alexander 1 DECLARATION This master thesis has been written in partial fulfilment of the Master of International Law and Economics Programme at the World Trade Institute. The ideas and opinions expressed in this paper are made independently, represent my own views and are based on my own research. I confirm that this work is my own and has not been submitted for academic credit in any other subject or course. I have acknowledged all material and sources used in this paper. I understand that my thesis may be made available in the World Trade Institute library. 2 ABSTRACT Virtual currency schemes have proliferated in recent years and have become a focal point of media and regulators. The objective of this paper is to provide a description of the technical nature of Bitcoin and the reason for its existence. With an understanding of the basic workings of this new payment system, we can draw comparisons to fiat currency, analyze the associated risks and benefits, and effectively discusses the current regulatory framework. 3 TABLE OF CONTENTS Page 1. Introduction .............................................................................................. 4 2. The Evolution of Money .......................................................................... 6 2.1. Defining Money ................................................................................. 6 2.2. The Origin of Money ........................................................................ -
Merged Mining: Curse Or Cure?
Merged Mining: Curse or Cure? Aljosha Judmayer, Alexei Zamyatin, Nicholas Stifter, Artemios Voyiatzis, Edgar Weippl SBA Research, Vienna, Austria (firstletterfirstname)(lastname)@sba-research.org Abstract: Merged mining refers to the concept of mining more than one cryp- tocurrency without necessitating additional proof-of-work effort. Although merged mining has been adopted by a number of cryptocurrencies already, to this date lit- tle is known about the effects and implications. We shed light on this topic area by performing a comprehensive analysis of merged mining in practice. As part of this analysis, we present a block attribution scheme for mining pools to assist in the evaluation of mining centralization. Our findings disclose that mining pools in merge-mined cryptocurrencies have operated at the edge of, and even beyond, the security guarantees offered by the underlying Nakamoto consensus for ex- tended periods. We discuss the implications and security considerations for these cryptocurrencies and the mining ecosystem as a whole, and link our findings to the intended effects of merged mining. 1 Introduction The topic of merged mining has received little attention from the scientific community, despite having been actively employed by a number of cryptocurrencies for several years. New and emerging cryptocurrencies such as Rootstock continue to consider and expand on the concept of merged mining in their designs to this day [19]. Merged min- ing refers to the process of searching for proof-of-work (PoW) solutions for multiple cryptocurrencies concurrently without requiring additional computational resources. The rationale behind merged mining lies in leveraging on the computational power of different cryptocurrencies by bundling their resources instead of having them stand in direct competition, and also to serve as a bootstrapping mechanism for small and fledgling networks [27, 33]. -
Decentralized Reputation Model and Trust Framework Blockchain and Smart Contracts
IT 18 062 Examensarbete 30 hp December 2018 Decentralized Reputation Model and Trust Framework Blockchain and Smart contracts Sujata Tamang Institutionen för informationsteknologi Department of Information Technology Abstract Decentralized Reputation Model and Trust Framework: Blockchain and Smart contracts Sujata Tamang Teknisk- naturvetenskaplig fakultet UTH-enheten Blockchain technology is being researched in diverse domains for its ability to provide distributed, decentralized and time-stamped Besöksadress: transactions. It is attributed to by its fault-tolerant and zero- Ångströmlaboratoriet Lägerhyddsvägen 1 downtime characteristics with methods to ensure records of immutable Hus 4, Plan 0 data such that its modification is computationally infeasible. Trust frameworks and reputation models of an online interaction system are Postadress: responsible for providing enough information (e.g., in the form of Box 536 751 21 Uppsala trust score) to infer the trustworthiness of interacting entities. The risk of failure or probability of success when interacting with an Telefon: entity relies on the information provided by the reputation system. 018 – 471 30 03 Thus, it is crucial to have an accurate, reliable and immutable trust Telefax: score assigned by the reputation system. The centralized nature of 018 – 471 30 00 current trust systems, however, leaves the valuable information as such prone to both external and internal attacks. This master's thesis Hemsida: project, therefore, studies the use of blockchain technology as an http://www.teknat.uu.se/student infrastructure for an online interaction system that can guarantee a reliable and immutable trust score. It proposes a system of smart contracts that specify the logic for interactions and models trust among pseudonymous identities of the system. -
Impossibility of Full Decentralization in Permissionless Blockchains
Impossibility of Full Decentralization in Permissionless Blockchains Yujin Kwon*, Jian Liuy, Minjeong Kim*, Dawn Songy, Yongdae Kim* *KAIST {dbwls8724,mjkim9394,yongdaek}@kaist.ac.kr yUC Berkeley [email protected],[email protected] ABSTRACT between achieving good decentralization in the consensus protocol Bitcoin uses the proof-of-work (PoW) mechanism where nodes earn and not relying on a TTP exists. rewards in return for the use of their computing resources. Although this incentive system has attracted many participants, power has, CCS CONCEPTS at the same time, been significantly biased towards a few nodes, • Security and privacy → Economics of security and privacy; called mining pools. In addition, poor decentralization appears not Distributed systems security; only in PoW-based coins but also in coins that adopt proof-of-stake (PoS) and delegated proof-of-stake (DPoS) mechanisms. KEYWORDS In this paper, we address the issue of centralization in the consen- Blockchain; Consensus Protocol; Decentralization sus protocol. To this end, we first define ¹m; ε; δº-decentralization as a state satisfying that 1) there are at least m participants running 1 INTRODUCTION a node, and 2) the ratio between the total resource power of nodes Traditional currencies have a centralized structure, and thus there run by the richest and the δ-th percentile participants is less than exist several problems such as a single point of failure and corrup- or equal to 1 + ε. Therefore, when m is sufficiently large, and ε and tion. For example, the global financial crisis in 2008 was aggravated δ are 0, ¹m; ε; δº-decentralization represents full decentralization, by the flawed policies of banks that eventually led to many bank which is an ideal state. -
Central Bank Cryptocurrencies1
Morten Bech Rodney Garratt [email protected] [email protected] Central bank cryptocurrencies1 New cryptocurrencies are emerging almost daily, and many interested parties are wondering whether central banks should issue their own versions. But what might central bank cryptocurrencies (CBCCs) look like and would they be useful? This feature provides a taxonomy of money that identifies two types of CBCC – retail and wholesale – and differentiates them from other forms of central bank money such as cash and reserves. It discusses the different characteristics of CBCCs and compares them with existing payment options. JEL classification: E41, E42, E51, E58. In less than a decade, bitcoin has gone from being an obscure curiosity to a household name. Its value has risen – with ups and downs – from a few cents per coin to over $4,000. In the meantime, hundreds of other cryptocurrencies – equalling bitcoin in market value – have emerged (Graph 1, left-hand panel). While it seems unlikely that bitcoin or its sisters will displace sovereign currencies, they have demonstrated the viability of the underlying blockchain or distributed ledger technology (DLT). Venture capitalists and financial institutions are investing heavily in DLT projects that seek to provide new financial services as well as deliver old ones more efficiently. Bloggers, central bankers and academics are predicting transformative or disruptive implications for payments, banks and the financial system at large.2 Lately, central banks have entered the fray, with several announcing that they are exploring or experimenting with DLT, and the prospect of central bank crypto- or digital currencies is attracting considerable attention. But making sense of all this is difficult. -
TITLE PAGE Bitcoin and Stock Markets. Are They Connected? Evidence from Asean Emerging Economies Abdollah Ah Mand*1, Hassanudin
Bitcoin and Stock Markets: Are They Connected? Evidence from Asean Emerging Economies Abdollah Ah Mand ( [email protected] ) Sunway University Hassanudin Mohd Thas Thaker Sunway University Research Keywords: Cryptocurrencies, bitcoin, stock market, emerging economies Posted Date: May 12th, 2020 DOI: https://doi.org/10.21203/rs.3.rs-25524/v1 License: This work is licensed under a Creative Commons Attribution 4.0 International License. Read Full License TITLE PAGE Bitcoin and Stock Markets. Are they Connected? Evidence from Asean Emerging Economies Abdollah Ah Mand*1, Hassanudin Mohd Thas Thaker2 Email of corresponding author: [email protected] 1,2 Sunway University, Malaysia Abstract Background: Cryptocurrencies, especially Bitcoin, has become popular for investors in recent years. The volatility of bitcoin and time horizon are the center point for investment decisions. However, attention is not often drawn to the relationship between bitcoin and equity indices. This study investigates the volatility and time frequency domain of bitcoin among five Asean countries through a rich database which covers daily data from July 2010 until April 2019. Methods: Advanced econometrics and Wavelets Cross-Coherence Spectrograms, this study investigates the existence of long run association between bitcoin and the studied market indices. M-GARCH analysis is been employed to investigate the unconditional volatility of market indices and Bitcoin. Results: The findings present the long run association with positive (Philippines) and negative (Japan, Korea, Singapore, Hong Kong) relations. Moreover, only one market (KOREA) shows a short run association with bitcoin. The M- GARCH analysis reveals, most of the selected Asean countries have a low unconditional volatility with bitcoin. -
What's in Your E-Wallet?
Are You An Informed Investor? What’s in your e-Wallet? Virtual currency, which includes digital and crypto-currency are gaining in both popularity and controversy. Thousands of merchants, businesses and other organizations currently accept Bitcoin, one example of crypto-currency, in lieu of traditional currency. An ATM in Las Vegas and the arena of the NBA’s Sacramento Kings professional basketball team both accept Bitcoin. Two attractive characteristics of virtual currency are lower transaction fees and greater anonymity. However, virtual currency is not without risk. Bitcoin exchanges claim to have suffered losses from hacking. MtGox, one of the largest Bitcoin exchanges, recently shut down after claiming to be the victim of hackers and losing more than $350 million of virtual currency. Despite the controversy, virtual currency may find its way into your e-Wallet. What is Virtual Currency? • Virtual currency is subject to minimal regulation, Virtual currency is an electronic medium of susceptible to cyber-attacks and there may be no exchange that, unlike real money, is not controlled recourse should the virtual currency disappear. or backed by a central government or central bank. Virtual currency includes crypto-currency • Virtual currency accounts are not insured by the such as Bitcoin, Ripple or Litecoin. This currency Federal Deposit Insurance Corporation (FDIC), can be bought or sold through virtual currency which insures bank deposits up to $250,000. exchanges and used to purchase goods or services where accepted. These currencies are stored in an • Investments tied to virtual currency may be electronic wallet, also known as an e-Wallet. unsuitable for most investors due to their volatility.