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Enforcement Trends in Cryptocurrency
Latham & Watkins Financial Institutions Group & White Collar December 9, 2015 | Number 1904 Defense & Investigations Practice Enforcement Trends in Cryptocurrency Cryptocurrency is on the rise...and so are enforcement actions. In less than a decade, cyptocurrencies have grown from a novelty reserved for those dealing in the illicit into a robust platform embraced by financial institutions and businesses alike. Wall Street and strategic investors have increasingly taken note, working to adapt their technology, streamline market trading and integrate cryptocurrency into everyday financial transactions. The rapid adoption of cryptocurrencies has also led to increased government enforcement activity. These actions evidence US regulators’ appetite to investigate fraud and other violations linked to cryptocurrency — often using traditional laws and regulations. Given this increased government scrutiny, financial institutions and traders should understand how regulators have policed the virtual world in the past in order to be prepared for the future. Government Enforcement Actions in the Cryptocurrency Space Unsurprisingly, government regulators, including the Securities and Exchange Commission (SEC), the Department of Justice (DOJ), the Commodities Futures Trading Commission (CFTC), the Federal Trade Commission (FTC) and the Financial Crimes Enforcement Network (FinCEN), have become increasingly active in policing the cryptocurrency space. The below enforcement actions provide a bird’s-eye view of how the enforcement framework for cryptocurrencies -
Peer Co-Movement in Crypto Markets
Peer Co-Movement in Crypto Markets G. Schwenkler and H. Zheng∗ February 4, 2021y Abstract We show that peer linkages induce significant price co-movement in crypto markets in excess of common risk factors and correlated demand shocks. When large abnormal return shocks hit one crypto, its peers experience unusually large abnormal returns of the opposite sign. These effects are primarily concentrated among smaller peers and revert after several weeks, resulting in predictable returns. We develop trading strategies that exploit this rever- sal, and show that they are profitable even after accounting for trading fees and frictions. We establish our results by identifying crypto peers through co-mentions in online news using novel natural language processing technologies. Keywords: Cryptocurrencies, peers, co-movement, competition, natural language pro- cessing. JEL codes: G12, G14, C82. ∗Schwenkler is at the Department of Finance, Santa Clara University Leavey School of Business. Zheng is at the Department of Finance, Boston University Questrom School of Business. Schwenkler is corresponding author. Email: [email protected], web: http://www.gustavo-schwenkler.com. yThis is a revision of a previous paper by the two authors called \Competition or Contagion: Evidence from Cryptocurrency Markets." We are grateful to Jawad Addoum (discussant), Daniele Bianchi (discussant), Will Cong, Tony Cookson, Sanjiv Das, Seoyoung Kim, Andreas Neuhierl, Farzad Saidi, and Antoinette Schoar, seminar participants at Boston University and the Society for Financial Econometrics, and the participants at the 2020 Finance in the Cloud III Virtual Conference, the 2020 MFA Annual Meeting, the 3rd UWA Blockchain, Cryptocurrency and FinTech Conference, and the 2020 INFORMS Annual Meeting for useful comments and suggestions. -
Blockchain in the Integrated Energy Transition
dena MULTI-STAKEHOLDER STUDY Blockchain in the integrated energy transition Study findings (dena) Blockchain in the integrated energy transition energy in the integrated Blockchain dena MULTI-STAKEHOLDER STUDY STUDY dena MULTI-STAKEHOLDER Legal information Publisher: All content has been prepared with the greatest possible care Deutsche Energie-Agentur GmbH (dena) and is provided in good faith. dena provides no guarantee for German Energy Agency the currency, accuracy, or completeness of the information Chausseestrasse 128 a provided. dena shall not be liable for damages of a material 10115 Berlin, Germany or intangible nature resulting from the use or non-use of the Tel.: + 49 (0)30 66 777-0 information provided, whether indirectly or directly, unless Fax: + 49 (0)30 66 777-699 proof of intentional or grossly negligent culpability on its part www.dena.de is provided. Authors: All rights reserved. Consent from dena is required for any use. Philipp Richard (dena) Sara Mamel (dena) Lukas Vogel (dena) Scientific experts: Prof. Dr. Jens Strüker (INEWI) Dr. Ludwig Einhellig (Deloitte) Last updated: 02/2019 Conception & design: Heimrich & Hannot GmbH Content Foreword 4 Executive summary 6 The dena multi-stakeholder study “Blockchain in the integrated energy transition” 6 Recommended courses of action 8 Checklist for blockchain in the integrated energy transition 10 Technical findings 12 Economic findings 14 Regulatory findings 17 1 Blockchain in the integrated energy transition 20 2 Blockchain technology: status quo and development prospects -
CASP) Software-Only, Ledger Agnostic, Platform Agnostic, Crypto Agile Bank-Grade Security for Crypto Assets
Protect Your Crypto Assets with Unbound’s Crypto Assets Security Platform (CASP) Software-Only, Ledger Agnostic, Platform Agnostic, Crypto Agile Bank-Grade Security for Crypto Assets Mathematically proven security Cryptography is one of the foundational security elements used by guarantee – the key material never organizations to protect sensitive data, transactions, services and identities. exists in the clear throughout its At the core of any cryptography implementation is the management of lifecycle including creation, in-use cryptographic keys and their protection from compromise and misuse. and at-rest With crypto assets, the protection of private keys is top priority, since the Any currency, any ledger, any private key is used to sign each transaction. It is therefore mandatory platform, any client to keep the key secure – not only from compromise, but also from any Programmatically derived malicious usage – as it takes only one fraudulent transaction (i.e. a single sign addresses (BIP 32/44) that are operation, to empty a wallet). cryptographically protected Backed by proven mathematical guarantees of security, Unbound’s Crypto Stronger and more flexible than Asset Security Platform (CASP) provides its customers with a software-only multi-signature – ledger-agnostic support of flexible quorum security platform that is as safe as hardware. With CASP, one can fully manage structures, any number of human the keys’ lifecycle, define cryptographically-based approval policies, while and/or servers, internal and supporting any currency, any ledger, any platform and any client type. external, that are required to sign a transaction Any Currency, Any Ledger, Any Platform Infinite scalability – easily scale capacity when and where it is Traditionally, securing the keys and secrets that guard the organizations’ most needed valuable assets required the use of dedicated hardware, such as hardware Intuitive and easy to use SDK – security modules (HSMs) and smartcards. -
Crypto Daily Report – June 9
This document is being provided publicly in the following form. Please subscribe to FSInsight.com for more. Members Area Crypto Daily Crypto Daily Report – June 9 Crypto Daily Crypto Daily Report – June 9 June 9 FSInsight Team Crypto Daily Report The Most Important Daily Data for Digital Assets Daily Analysis from FSInsight June 9, 2021 Late Tuesday evening, lawmakers in El Salvador's Congress voted by a supermajority in favor of making bitcoin legal tender. The law allows for the prices of goods and services to be denominated and paid in BTC, and perhaps more notably, exempts any exchanges in bitcoin from capital gains tax. Coinbase (Nasdaq: COIN) revealed Tuesday that its institutional holdings grew 170% from $45 billion to $122 billion in Q1 2021 as demand skyrocketed alongside the latest crypto bull run. The Company has over 8,000 institutional clients, many of which use its Coinbase Custody product. Crypto exchange Gemini acquired custody specialist Shard X for an undisclosed amount on Wednesday morning. Gemini COO, Noah Perlman, stated that the acquisition will enable Gemini " to meet the current demand for fast withdrawals, interacting with DeFi staking, or the transferring of digital assets with greater efficiency." Daily Important Metrics CRYPTO SIZE SENTIMENT BULLISH SIGNAL Bullish signal is tied to the crypto market growing Market Cap $1.5T +$42B ( +2.79% ) BTC Dominance 41.64% ( +1.49% ) STABLE COINS FUTURES CME BULLISH SIGNAL A positive spread between Futures Prices and Spot BULLISH SIGNAL Prices is Bullish Increase in circulating -
Detecting Roles of Money Laundering in Bitcoin Mixing Transactions: a Goal Modeling and Mining Framework
ORIGINAL RESEARCH published: 06 July 2021 doi: 10.3389/fphy.2021.665399 Detecting Roles of Money Laundering in Bitcoin Mixing Transactions: A Goal Modeling and Mining Framework Mingdong Liu 1, Hu Chen 2 and Jiaqi Yan 3* 1School of Economics and Management, Southeast University, Nanjing, China, 2School of Software Engineering, South China University of Technology, Guangzhou, China, 3School of Information Management, Nanjing University, Nanjing, China Cryptocurrency has become a new venue for money laundering. Bitcoin mixing services deliberately obfuscate the relationship between senders and recipients, making it difficult to trace suspicious money flow. We believe that the key to demystifying the bitcoin mixing services is to discover agents’ roles in the money laundering process. We propose a goal- oriented approach to modeling, discovering, and analyzing different types of roles in the agent-based business process of the bitcoin mixing scenario using historical bitcoin transaction data. It adopts the agents’ goal perspective to study the roles in the bitcoin money laundering process. Moreover, it provides a foundation to discover real- world agents’ roles in bitcoin money laundering scenarios. Edited by: Keywords: goal modeling, money laundering, bitcoin mixing transactions, data analysis, agents’ roles Xiao Fan Liu, City University of Hong Kong, SAR China INTRODUCTION Reviewed by: Daning Hu, Financial crimes not only directly disturb the national financial order and affect social stability Southern University of Science and but also occur with other crimes to provide financial support for various types of organized Technology, China fi Hong-Liang Sun, crimes. Money laundering is a nancial criminal activity, which mainly refers to the processing Nanjing University of Finance and of illegal income by various means to cover up and conceal its source and nature. -
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. -
Beauty Is Not in the Eye of the Beholder
Insight Consumer and Wealth Management Digital Assets: Beauty Is Not in the Eye of the Beholder Parsing the Beauty from the Beast. Investment Strategy Group | June 2021 Sharmin Mossavar-Rahmani Chief Investment Officer Investment Strategy Group Goldman Sachs The co-authors give special thanks to: Farshid Asl Managing Director Matheus Dibo Shahz Khatri Vice President Vice President Brett Nelson Managing Director Michael Murdoch Vice President Jakub Duda Shep Moore-Berg Harm Zebregs Vice President Vice President Vice President Shivani Gupta Analyst Oussama Fatri Yousra Zerouali Vice President Analyst ISG material represents the views of ISG in Consumer and Wealth Management (“CWM”) of GS. It is not financial research or a product of GS Global Investment Research (“GIR”) and may vary significantly from those expressed by individual portfolio management teams within CWM, or other groups at Goldman Sachs. 2021 INSIGHT Dear Clients, There has been enormous change in the world of cryptocurrencies and blockchain technology since we first wrote about it in 2017. The number of cryptocurrencies has increased from about 2,000, with a market capitalization of over $200 billion in late 2017, to over 8,000, with a market capitalization of about $1.6 trillion. For context, the market capitalization of global equities is about $110 trillion, that of the S&P 500 stocks is $35 trillion and that of US Treasuries is $22 trillion. Reported trading volume in cryptocurrencies, as represented by the two largest cryptocurrencies by market capitalization, has increased sixfold, from an estimated $6.8 billion per day in late 2017 to $48.6 billion per day in May 2021.1 This data is based on what is called “clean data” from Coin Metrics; the total reported trading volume is significantly higher, but much of it is artificially inflated.2,3 For context, trading volume on US equity exchanges doubled over the same period. -
Optimal Execution in Cryptocurrency Markets
Claremont Colleges Scholarship @ Claremont CMC Senior Theses CMC Student Scholarship 2020 Optimal Execution in Cryptocurrency Markets Ethan Kurz Follow this and additional works at: https://scholarship.claremont.edu/cmc_theses Part of the Finance Commons, and the Mathematics Commons Recommended Citation Kurz, Ethan, "Optimal Execution in Cryptocurrency Markets" (2020). CMC Senior Theses. 2387. https://scholarship.claremont.edu/cmc_theses/2387 This Open Access Senior Thesis is brought to you by Scholarship@Claremont. It has been accepted for inclusion in this collection by an authorized administrator. For more information, please contact [email protected]. Claremont McKenna College Optimal Execution in Cryptocurrency Markets submitted to Professor Benjamin Gillen and Professor Chiu-Yen Kao written by Ethan Kurz Senior Thesis Spring 2020 May 11, 2020 Acknowledgements I would like to thank my family and friends for keeping my spirits up and being a great support system. I would also like to extend my deepest gratitude towards my thesis readers, Professor Benjamin Gillen and Professor Chiu-Yen Kao for their patience and thoughtful guidance throughout this process. Contents 1 Abstract 1 2 Introduction 2 3 Literature Review 6 3.1 Stock Market Microstructure . .6 3.2 Cryptocurrency Market Microstructure . .8 3.3 Microstructure in Almgren-Chriss . 11 4 Almgren-Chriss model 14 4.1 The “Efficient Frontier" . 14 4.2 Optimal Strategies . 14 4.3 Comparative Statics . 15 4.4 NYSE Stock Parameters and Models . 18 5 Empirical Analysis of Cryptocurrency Markets 23 5.1 Choosing Parameters and Modeling . 23 5.2 Comparison of the Markets . 25 5.2.1 Consumer Value Provided by Coinbase . -
Cryptocurrencies Exploring the Application of Bitcoin As a New Payment Instrument
Cryptocurrencies Exploring the Application of Bitcoin as a New Payment Instrument By Shinnecock Partners in association with Sophia Bak, Jimmy Yang, Peter Shea, and Neil Liu About the Authors Shinnecock Partners undertook this study of cryptocurrencies with the authors to understand this revolutionary payment system and related technology, explore its disruptive potential, and assess the merits of investing in it. Shinnecock Partners is a 25 year old investment boutique with an especial focus on niche investments offering higher returns with less risk than more traditional investments in long equities and bonds. Sophia Bak is an analyst intern at Shinnecock Partners. She is an MBA candidate at UCLA Anderson School of Management with a focus on Finance. Prior to Anderson, she spent five years at Mirae Asset Global Investments, working in equity research, global business strategy, and investment development. She holds a B.S. in Business Administration from Carnegie Mellon University with concentration in Computing and Information Technology. Jimmy Yang is a third-year undergraduate student at UCLA studying Business Economics and Accounting. Peter Shea is a third-year undergraduate student at UCLA studying Mathematics, Economics and Statistics. Neil Liu is a third-year undergraduate student at UCLA studying Applied Mathematics and Business Economics. Acknowledgements We are grateful to the individuals who shared their time and expertise with us. We want to thank John Villasenor, UCLA professor of Electrical Engineering and Public Policy, Brett Stapper and Brian Lowrance from Falcon Global Capital, and Tiffany Wan and Max Hoblitzell from Deloitte Consulting LLP. We also want to recognize Tracy Williams and Steven Kroll for their thoughtful feedback and support. -
PWC and Elwood
2020 Crypto Hedge Fund Report Contents Introduction to Crypto Hedge Fund Report 3 Key Takeaways 4 Survey Data 5 Investment Data 6 Strategy Insights 6 Market Analysis 7 Assets Under Management (AuM) 8 Fund performance 9 Fees 10 Cryptocurrencies 11 Derivatives and Leverage 12 Non-Investment Data 13 Team Expertise 13 Custody and Counterparty Risk 15 Governance 16 Valuation and Fund Administration 16 Liquidity and Lock-ups 17 Legal and Regulatory 18 Tax 19 Survey Respondents 20 About PwC & Elwood 21 Introduction to Crypto Hedge Fund report In this report we provide an overview of the global crypto hedge fund landscape and offer insights into both quantitative elements (such as liquidity terms, trading of cryptocurrencies and performance) and qualitative aspects, such as best practice with respect to custody and governance. By sharing these insights with the broader crypto industry, our goal is to encourage the adoption of sound practices by market participants as the ecosystem matures. The data contained in this report comes from research that was conducted in Q1 2020 across the largest global crypto hedge funds by assets under management (AuM). This report specifically focuses on crypto hedge funds and excludes data from crypto index/tracking/passive funds and crypto venture capital funds. 3 | 2020 Crypto Hedge Fund Report Key Takeaways: Size of the Market and AuM: Performance and Fees: • We estimate that the total AuM of crypto hedge funds • The median crypto hedge fund returned +30% in 2019 (vs - globally increased to over US$2 billion in 2019 from US$1 46% in 2018). billion the previous year. -
Short Selling Attack: a Self-Destructive but Profitable 51% Attack on Pos Blockchains
Short Selling Attack: A Self-Destructive But Profitable 51% Attack On PoS Blockchains Suhyeon Lee and Seungjoo Kim CIST (Center for Information Security Technologies), Korea University, Korea Abstract—There have been several 51% attacks on Proof-of- With a PoS, the attacker needs to obtain 51% of the Work (PoW) blockchains recently, including Verge and Game- cryptocurrency to carry out a 51% attack. But unlike PoW, Credits, but the most noteworthy has been the attack that saw attacker in a PoS system is highly discouraged from launching hackers make off with up to $18 million after a successful double spend was executed on the Bitcoin Gold network. For this reason, 51% attack because he would have to risk of depreciation the Proof-of-Stake (PoS) algorithm, which already has advantages of his entire stake amount to do so. In comparison, bad of energy efficiency and throughput, is attracting attention as an actor in a PoW system will not lose their expensive alternative to the PoW algorithm. With a PoS, the attacker needs mining equipment if he launch a 51% attack. Moreover, to obtain 51% of the cryptocurrency to carry out a 51% attack. even if a 51% attack succeeds, the value of PoS-based But unlike PoW, attacker in a PoS system is highly discouraged from launching 51% attack because he would have to risk losing cryptocurrency will fall, and the attacker with the most stake his entire stake amount to do so. Moreover, even if a 51% attack will eventually lose the most. For these reasons, those who succeeds, the value of PoS-based cryptocurrency will fall, and attempt to attack 51% of the PoS blockchain will not be the attacker with the most stake will eventually lose the most.