TI-2020 Q1 Cryptocurrency Mining Industry Report EN

Total Page:16

File Type:pdf, Size:1020Kb

TI-2020 Q1 Cryptocurrency Mining Industry Report EN 2020 Q1 Cryptocurrency Mining Industry Research Report May 2020 ANALYSTS Johnson Xu, Harper Li, Cecilia Jiang, Fanger Chou [email protected] TI Research TokenInsight.com [email protected] Find, Create, and Spread Value in Blockchain. RESEARCH Content Executive Summary 3 Industry Dynamic 4 Industry Updates Global Policies Market Overview 5 Bitcoin Market and Network Hashrate Miner’s Profit Margin Mining Hardware 10 Mining Chips Hardware Manufacturer Mining Machine ROI Analysis Cloud Mining 14 Cloud Mining Profitability Analysis Cloud Mining Algorithms Mining Pool 17 Mining Pool Hashrate Distribution Mining Farms 19 Financial Products 20 Standardised Financial Products Structured Financial Products Altcoin Mining 22 tokeninsight.com 2 RESEARCH ACKNOWLEDGEMENT MEDIASUPPORT tokeninsight.com 3 RESEARCH Executive Summary ① Extremely volatile session: 2020 Q1 was an extremely volatile session for bitcoin, hashrate ranged at 100 EH/s, and briefy touched ~70 EH/s. ② Older generation ASICs are phasing-out: Older generation ASICs’ proft margin such as Antminer S9s are being squeezed out by the newer generation miners, its proft margin maintained positively at roughly 35% before March, quickly turned into negative territory during the March market crash and recovered partially to average of 20% during April 2020. ③ ASIC is dominating the market, Bitmain is still leading: As a specially customized chip to meet a specifc demand, ASIC is far superior to FPGA and GPU in performance, volume, and power consumption. TokenInsight believes ASIC will keep grasping its overall share in the mining market. ④ Market volatility is expected: in the near future while the bitcoin network experiences a chaotic period in the short term to adjust itself back to an equilibrium state post-halving, and ultimately achieving a more effcient blockchain network. ⑤ Highest No. Of ASICs in Q1 in the past 3 years: Although the number of newly released mining machine models launched in Q1 2020 has decreased by nearly 60% from Q4 2019, it is the highest in numbers when compared with the frst quarter in the past three years. ⑥ Structured fnancial products: At present, the majority of players who have adopted structured fnancial products are institutional players. TokenInsight believes that these structured fnancial products are diffcult to understand, thus they may face some resistance in terms of the adoptions in the market. ⑦ COVID-19 has a negative impact: on mining farms globally, mining farms from the west is leveraging various strategies to lower the cost of production, and selling bitcoin at a favorable price. ⑧ Filecoin mainnet delayed once again: uncertainty surges. The future Filecoin market direction depends on the broader market conditions, the actual result for the mainnet launch, and the overall confdence in the mining community post-launch. ⑨ Handshake ASIC mining: Affected by the delivery of Handshake ASIC mining machine Mars H1 in Q2 2020, the income of GPU miners will continue to shrink, and phasing-out after ASICs fully enter to the Handshake network in Q2 2020. tokeninsight.com 4 RESEARCH Mining Pool Industry Landscape ASIC Miners Mining Farms Cloud Mining Altcoin Mining Financial Products tokeninsight.com 5 RESEARCH INDUSTRY Industry Updates DYNAMICS ① Innosilicon announced that it will soon launch a new generation of bitcoin mining machine T4 + 75T. ② In early March 2019, affected by the bearish report released by the investment analysis platform Marcus Aurelius Value, some law frms in the United States successively investigated Canaan Creative (NASDAQ: CAN) and fled a securities class-action lawsuit, asked the company to compensate investors for losses caused by violations of federal securities laws. ③ On March 12, the BTC price closed at $5,500 for the day, touched $3,800 at its lowest. Many mainstream mining machines reached the shutdown price. ④ On March 19, Bitmain launched the new Antminer Z11. ⑤ On March 23, Bitmain launched the S19 series of new miners. The new machine S19 Pro has hashrate of 110 TH/s and an energy effciency ratio of 29.5 J/TH ± 5%. S19 has hashrate of 95 TH / s and an energy effciency ratio of 34.5 J/TH ± 5%. Global Policies ① On January 16, Uzbekistan to create national mining pool, launching licensed exchange. Establishing a “national mining pool” has been declared a priority in Uzbekistan. Miners who join the pool will enjoy lower electricity rates, announced the country's agency overseeing the crypto industry. ② On January 22, the results of the RFP or only released recently with Hydro-Québec granting one-ffth of total block set aside for crypto mining. ③ On February 8, Ukraine’s Manifesto of the Virtual Assets Ministry, Ministry and Committee of Digital Transformation of Ukraine have concluded that Bitcoin’s protocol and enforced consensus rules are enough to regulate the onchain activities, it does not need government oversight or intervention. ④ On March 27, The Missoula County Board of Commissioners in Montana, United States, has extended its green regulations for cryptocurrency miners, which are designed to control the energy consumption of the industry in the county. tokeninsight.com 6 RESEARCH Bitcoin Market and Network Hashrate Q1 2020 was an extremely volatile session for bitcoin, hash rate ranged at 100 EH/s, and briefy touched ~70 EH/s. As the market is gearing towards the bitcoin network 3rd halving, coupled with the COVID-19 pandemic and the global market downturn. The cryptocurrency market has experienced an extremely volatile session during Q1 2020. Bitcoin started off the year from the $7K range, peaked in mid-February at just above $10K, reached its quarterly low at sub $4k due to the market wide panic. Bitcoin’s rolling 30-day ROI was in extreme positive territory before the end of February, reached extreme negative return during March 2020. ‣ BTC Rolling 30-Day ROI Source: TokenInsight 40% 20% 0% -20% -40% -60% 1/1 1/10 1/19 1/28 2/6 2/15 2/24 3/4 3/13 3/22 3/31 The network hashrate fuctuated around 100 EH/s, peaked at roughly 136 EH/s, and reached its lowest point during the March 12 market plunge to 76 EH/s. The network hashrate during Q1 2020 did not change much compared to Q4 2019. ‣ BTC Price and Hashrate Source: TokenInsight Bitcoin Price Hashrate (Right Axis) $11,000 140EH 122.5EH $8,500 105EH $6,000 87.5EH $3,500 70EH 1/1 1/9 1/17 1/25 2/2 2/10 2/18 2/26 3/5 3/13 3/21 3/29 tokeninsight.com 7 RESEARCH Miner’s Profit Margin Older generation ASICs are phasing-out from the network, miner’s revenue still heavily depends on the block reward. TokenInsight uses the below formula to calculate marginal cost of creation for 1 bitcoin. 1 * Ha shrate * Power E f f icienc y/1000 * Electr icit y * 24h * (1 + Operat ion Costs) Block Re ward Where Block Reward represents the daily block reward generated by the Bitcoin network (expressed in the number of bitcoins, this value is 1800, but it varies according to the situation); Hashrate is the hash power for the entire bitcoin network. This formula shows the production cost of one bitcoin. The miner's proft margin is the proportion of bitcoin price minus the cost of production. Miner’s proft margin (S17+, $0.04 electricity, 15% operation costs) stayed at roughly 70%, reached its lowest point of 45% during the market downturn, creeping back up to the 65% level after the market plunge, and stabilized during April 2020. ‣ BTC Marginal Cost of Creation (i.e., Antminer S17+) Source: TokenInsight Marginal Cost of Creation Bitcoin Price Proft Margin (Right Axis) $11,000 80% 60% The profit margin (orange $7,667 line) for Antminer S17+ experienced a volatile 40% session during March 12, but still stayed above 45%. $4,333 20% $1,000 0% 1/1 1/11 1/21 1/31 2/10 2/20 3/1 3/11 3/21 3/31 The marginal cost of creation for 1 bitcoin (S17+, $0.04 electricity, 15% operation costs) based on the network diffculty started with $2.2K in the beginning of the year, reached 2.9K at the peak due to upward diffculty adjust based on an increase of network hashrate. tokeninsight.com 8 RESEARCH Older generation ASICs’ proft margin such as Antminer S9s are being squeezed out by the newer generation miners, its proft margin maintained positively at roughly 35% before March, quickly turned into negative territory during the March market crash and recovered partially to average of 20% during April 2020. ‣ BTC Marginal Cost of Creation (i.e., Antminer S9) Source: Coin Metrics, TokenInsight Marginal Cost of Creation Bitcoin Price Proft Margin (Right Axis) $11,000 50% 37.5% 25% $8,667 12.5% The profit margin 0% (orange line) for -12.5% Antminer S9 dropped $6,333 sharply on March 12 -25% and fell below 0%. -37.5% $4,000 1/1 1/11 1/21 1/31 2/10 2/20 3/1 3/11 3/21 3/31 4/10 4/20 -50% Before the market wide panic on March 12, the marginal proft gap ‣ Profit Margin Comparison Source: TokenInsight between the two generations of mining machines was 35%, after the market plunge, although the the proft margin bounce back signifcantly, S17+ S9 Difference the marginal proft gap between the two generations of hardware increased to 40%. Before 70% 35% 35% 0312 Miner’s proft still heavily depends on the block reward rather than the After 65% 20% 45% network transaction fees. Miner revenue from fees only accounted for 0312 average of 1.5% from total mining reward (Block Reward+ Transaction Fees), increased 5x to roughly 5.55% at the peak and returned to a lower level in April 2020. ‣ Miner Revenue From Fees Source: Coin Metrics, TokenInsight 6% 4% 2% 1/1 1/8 2/5 3/4 tokeninsight.com 1/15 1/22 1/29 2/12 2/19 2/26 3/11 3/18 3/25 9 RESEARCH Average block interval Block time has been slowly increasing from 550 seconds to 622 seconds and reached its peak of more than 800 seconds after the March market downturn.
Recommended publications
  • Crypto Research Report ‒ April 2019 Edition
    April 2019 Edition VI. “When the Tide Goes Out…” Investments: Gold and Bitcoin, Stronger Together Technical Analysis: Spring Awakening? Cryptocurrency Mining in Theory and Practice Demelza Kelso Hays Mark J. Valek We would like to express our profound gratitude to our premium partners for supporting the Crypto Research Report: www.cryptofunds.li Contents Editorial ............................................................................................................................................... 4 In Case You Were Sleeping: When the Tide Goes Out…............................................................... 5 Back to the Roots ............................................................................................................................................. 6 How Long Will This Bear Market Last .............................................................................................................. 7 A Tragic Story Traverses the World ................................................................................................................. 9 When the tide goes out… ............................................................................................................................... 10 A State Cryptocurrency? ................................................................................................................................ 12 Support is Increasing ..................................................................................................................................... 14
    [Show full text]
  • 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.
    [Show full text]
  • Bitcoin Tumbles As Miners Face Crackdown - the Buttonwood Tree Bitcoin Tumbles As Miners Face Crackdown
    6/8/2021 Bitcoin Tumbles as Miners Face Crackdown - The Buttonwood Tree Bitcoin Tumbles as Miners Face Crackdown By Haley Cafarella - June 1, 2021 Bitcoin tumbles as Crypto miners face crackdown from China. Cryptocurrency miners, including HashCow and BTC.TOP, have halted all or part of their China operations. This comes after Beijing intensified a crackdown on bitcoin mining and trading. Beijing intends to hammer digital currencies amid heightened global regulatory scrutiny. This marks the first time China’s cabinet has targeted virtual currency mining, which is a sizable business in the world’s second-biggest economy. Some estimates say China accounts for as much as 70 percent of the world’s crypto supply. Cryptocurrency exchange Huobi suspended both crypto-mining and some trading services to new clients from China. The plan is that China will instead focus on overseas businesses. BTC.TOP, a crypto mining pool, also announced the suspension of its China business citing regulatory risks. On top of that, crypto miner HashCow said it would halt buying new bitcoin mining rigs. Crypto miners use specially-designed computer equipment, or rigs, to verify virtual coin transactions. READ MORE: Sustainable Mineral Exploration Powers Electric Vehicle Revolution This process produces newly minted crypto currencies like bitcoin. “Crypto mining consumes a lot of energy, which runs counter to China’s carbon neutrality goals,” said Chen Jiahe, chief investment officer of Beijing-based family office Novem Arcae Technologies. Additionally, he said this is part of China’s goal of curbing speculative crypto trading. As result, bitcoin has taken a beating in the stock market.
    [Show full text]
  • 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 .
    [Show full text]
  • Pwc I 2Nd Global Crypto M&A and Fundraising Report
    2nd Global Crypto M&A and Fundraising Report April 2020 2 PwC I 2nd Global Crypto M&A and Fundraising Report Dear Clients and Friends, We are proud to launch the 2nd edition of our Global Crypto M&A and Fundraising Report. We hope that the market colour and insights from this report will be useful data points. We will continue to publish this report twice a year to enable you to monitor the ongoing trends in the crypto ecosystem. PwC has put together a “one stop shop” offering, focused on crypto services across our various lines of services in over 25 jurisdictions, including the most active crypto jurisdictions. Our goal is to service your needs in the best possible way leveraging the PwC network and allowing you to make your project a success. Our crypto clients include crypto exchanges, crypto investors, crypto asset managers, ICOs/IEOs/STOs/stable and asset backed tokens, traditional financial institutions entering the crypto space as well as governments, central banks, regulators and other policy makers looking at the crypto ecosystem. As part of our “one stop shop” offering, we provide an entire range of services to the crypto ecosystem including strategy, legal, regulatory, accounting, tax, governance, risk assurance, audit, cybersecurity, M&A advisory as well as capital raising. More details are available on our global crypto page as well as at the back of this report. 2nd Global Crypto M&A and Fundraising Report April 2020 PwC 2 3 PwC I 2nd Global Crypto M&A and Fundraising Report 5 Key takeaways when comparing 2018 vs 2019 There
    [Show full text]
  • Bypassing Non-Outsourceable Proof-Of-Work Schemes Using Collateralized Smart Contracts
    Bypassing Non-Outsourceable Proof-of-Work Schemes Using Collateralized Smart Contracts Alexander Chepurnoy1;2, Amitabh Saxena1 1 Ergo Platform [email protected], [email protected] 2 IOHK Research [email protected] Abstract. Centralized pools and renting of mining power are considered as sources of possible censorship threats and even 51% attacks for de- centralized cryptocurrencies. Non-outsourceable Proof-of-Work schemes have been proposed to tackle these issues. However, tenets in the folk- lore say that such schemes could potentially be bypassed by using es- crow mechanisms. In this work, we propose a concrete example of such a mechanism which is using collateralized smart contracts. Our approach allows miners to bypass non-outsourceable Proof-of-Work schemes if the underlying blockchain platform supports smart contracts in a sufficiently advanced language. In particular, the language should allow access to the PoW solution. At a high level, our approach requires the miner to lock collateral covering the reward amount and protected by a smart contract that acts as an escrow. The smart contract has logic that allows the pool to collect the collateral as soon as the miner collects any block reward. We propose two variants of the approach depending on when the collat- eral is bound to the block solution. Using this, we show how to bypass previously proposed non-outsourceable Proof-of-Work schemes (with the notable exception for strong non-outsourceable schemes) and show how to build mining pools for such schemes. 1 Introduction Security of Bitcoin and many other cryptocurrencies relies on so called Proof-of- Work (PoW) schemes (also known as scratch-off puzzles), which are mechanisms to reach fast consensus and guarantee immutability of the ledger.
    [Show full text]
  • ADMINISTRATIVE PANEL DECISION Case No
    ADMINISTRATIVE PANEL DECISION Case No. CN-2101385 Complainants: Canaan Creative Co., Ltd. (Complainant 1); Hangzhou Canaan Creative Information Technology Co., Limited (Complainant 2) Respondent: Bo Wang Domain Name: canaanavalonminers.com Registrar: NameCheap, Inc. 1. Procedural History On February 7, 2021, the Complainants submitted a Complaint in English to the Beijing Office of the Asian Domain Name Dispute Resolution Center (the ADNDRC Beijing Office) and elected this case to be dealt with by a one-person panel, in accordance with the Uniform Domain Name Dispute Resolution Policy (the Policy) and the Rules for Uniform Domain Name Dispute Resolution Policy (the Rules) approved by the Internet Corporation for Assigned Names and Numbers (ICANN), and the ADNDRC Supplemental Rules for Uniform Domain Name Dispute Resolution Policy (the ADNDRC Supplemental Rules) approved by the ADNDRC. On February 7, 2021, the ADNDRC Beijing Office sent to the Complainants by email an acknowledgment of the receipt of the Complaint and transmitted by email to ICANN and the Registrar, NameCheap, Inc., a request for registrar verification in connection with the disputed domain name. On April 9, 2021, the Registrar transmitted by email to the ADNDRC Beijing Office its verification response, confirming that the Respondent is listed as the registrant and providing the contact details. On April 20, 2021, the ADNDRC notified the Complainants that the Complaint has been confirmed and transmitted to the Respondent and the case officially commenced. On the same day, the ADNDRC Beijing Office transmitted the Written Notice of the Complaint to the Respondent by email and post, which informed that the Complainants had filed a Complaint against the disputed domain name and the ADNDRC Beijing Office had sent the complaint and its attachments through email according to the Rules and the Supplemental Rules.
    [Show full text]
  • The Bitcoin Trading Ecosystem
    ArcaneReport(PrintReady).qxp 21/07/2021 14:43 Page 1 THE INSTITUTIONAL CRYPTO CURRENCY EXCHANGE INSIDE FRONT COVER: BLANK ArcaneReport(PrintReady).qxp 21/07/2021 14:43 Page 3 The Bitcoin Trading Ecosystem Arcane Research LMAX Digital Arcane Research is a part of Arcane Crypto, bringing LMAX Digital is the leading institutional spot data-driven analysis and research to the cryptocurrency exchange, run by the LMAX Group, cryptocurrency space. After launch in August 2019, which also operates several leading FCA regulated Arcane Research has become a trusted brand, trading venues for FX, metals and indices. Based on helping clients strengthen their credibility and proven, proprietary technology from LMAX Group, visibility through research reports and analysis. In LMAX Digital allows global institutions to acquire, addition, we regularly publish reports, weekly market trade and hold the most liquid digital assets, Bitcoin, updates and articles to educate and share insights. Ethereum, Litecoin, Bitcoin Cash and XRP, safely and securely. Arcane Crypto develops and invests in projects, focusing on bitcoin and digital assets. Arcane Trading with all the largest institutions globally, operates a portfolio of businesses, spanning the LMAX Digital is a primary price discovery venue, value chain for digital nance. As a group, Arcane streaming real-time market data to the industry’s deliver services targeting payments, investment, and leading indices and analytics platforms, enhancing trading, in addition to a media and research leg. the quality of market information available to investors and enabling a credible overview of the Arcane has the ambition to become a leading player spot crypto currency market. in the digital assets space by growing the existing businesses, invest in cutting edge projects, and LMAX Digital is regulated by the Gibraltar Financial through acquisitions and consolidation.
    [Show full text]
  • Coinbase Explores Crypto ETF (9/6) Coinbase Spoke to Asset Manager Blackrock About Creating a Crypto ETF, Business Insider Reports
    Crypto Week in Review (9/1-9/7) Goldman Sachs CFO Denies Crypto Strategy Shift (9/6) GS CFO Marty Chavez addressed claims from an unsubstantiated report earlier this week that the firm may be delaying previous plans to open a crypto trading desk, calling the report “fake news”. Coinbase Explores Crypto ETF (9/6) Coinbase spoke to asset manager BlackRock about creating a crypto ETF, Business Insider reports. While the current status of the discussions is unclear, BlackRock is said to have “no interest in being a crypto fund issuer,” and SEC approval in the near term remains uncertain. Looking ahead, the Wednesday confirmation of Trump nominee Elad Roisman has the potential to tip the scales towards a more favorable cryptoasset approach. Twitter CEO Comments on Blockchain (9/5) Twitter CEO Jack Dorsey, speaking in a congressional hearing, indicated that blockchain technology could prove useful for “distributed trust and distributed enforcement.” The platform, given its struggles with how best to address fraud, harassment, and other misuse, could be a prime testing ground for decentralized identity solutions. Ripio Facilitates Peer-to-Peer Loans (9/5) Ripio began to facilitate blockchain powered peer-to-peer loans, available to wallet users in Argentina, Mexico, and Brazil. The loans, which utilize the Ripple Credit Network (RCN) token, are funded in RCN and dispensed to users in fiat through a network of local partners. Since all details of the loan and payments are recorded on the Ethereum blockchain, the solution could contribute to wider access to credit for the unbanked. IBM’s Payment Protocol Out of Beta (9/4) Blockchain World Wire, a global blockchain based payments network by IBM, is out of beta, CoinDesk reports.
    [Show full text]
  • Liquidity Or Leakage Plumbing Problems with Cryptocurrencies
    Liquidity Or Leakage Plumbing Problems With Cryptocurrencies March 2018 Liquidity Or Leakage - Plumbing Problems With Cryptocurrencies Liquidity Or Leakage Plumbing Problems With Cryptocurrencies Rodney Greene Quantitative Risk Professional Advisor to Z/Yen Group Bob McDowall Advisor to Cardano Foundation Distributed Futures 1/60 © Z/Yen Group, 2018 Liquidity Or Leakage - Plumbing Problems With Cryptocurrencies Foreword Liquidity is the probability that an asset can be converted into an expected amount of value within an expected amount of time. Any token claiming to be ‘money’ should be very liquid. Cryptocurrencies often exhibit high price volatility and wide spreads between their buy and sell prices into fiat currencies. In other markets, such high volatility and wide spreads might indicate low liquidity, i.e. it is difficult to turn an asset into cash. Normal price falls do not increase the number of sellers but should increase the number of buyers. A liquidity hole is where price falls do not bring out buyers, but rather generate even more sellers. If cryptocurrencies fail to provide easy liquidity, then they fail as mediums of exchange, one of the principal roles of money. However, there are a number of ways of assembling a cryptocurrency and a number of parameters, such as the timing of trades, the money supply algorithm, and the assembling of blocks, that might be done in better ways to improve liquidity. This research should help policy makers look critically at what’s needed to provide good liquidity with these exciting systems. Michael Parsons FCA Chairman, Cardano Foundation, Distributed Futures 2/60 © Z/Yen Group, 2018 Liquidity Or Leakage - Plumbing Problems With Cryptocurrencies Contents Foreword ..............................................................................................................
    [Show full text]
  • Balancing Privacy and Accountability in Digital Payment Methods Using Zk-Snarks
    1 Faculty of Electrical Engineering, Mathematics & Computer Science Balancing privacy and accountability in digital payment methods using zk-SNARKs Tariq Bontekoe M.Sc. Thesis October 2020 Supervisors: prof. dr. M. J. Uetz (UT) dr. M. H. Everts (TNO/UT) dr. B. Manthey (UT) dr. A. Peter (UT) Department Applied Mathematics Discrete Mathematics & Mathematical Programming Department Computer Science 4TU Cyber Security Faculty of Electrical Engineering, Mathematics and Computer Science University of Twente Preface This thesis concludes my seven years (and a month) as a student. During all these years I have certainly enjoyed myself and feel proud of everything I have done and achieved. Not only have I completed a bachelor’s in Applied Mathematics, I have also spent a year as a board member of my study association W.S.G. Abacus, spent a lot of time as a student assistant, and have made friends for life. I have really enjoyed creating this final project, in all its ups and downs, that concludes not only my master’s in Applied Mathematics but also that in Computer Science. This work was carried out at TNO in Groningen in the department Cyber Security & Ro- bustness. My time there has been amazing and the colleagues in the department have made that time even better. I am also happy to say that I will continue my time there soon. There are quite some people I should thank for helping my realise this thesis. First of all, my main supervisor Maarten who helped me with his constructive feedback, knowledge of blockchains and presence at both TNO and my university.
    [Show full text]
  • An Investigative Study of Cryptocurrency Abuses in the Dark Web
    Cybercriminal Minds: An investigative study of cryptocurrency abuses in the Dark Web Seunghyeon Leeyz Changhoon Yoonz Heedo Kangy Yeonkeun Kimy Yongdae Kimy Dongsu Hany Sooel Sony Seungwon Shinyz yKAIST zS2W LAB Inc. {seunghyeon, kangheedo, yeonk, yongdaek, dhan.ee, sl.son, claude}@kaist.ac.kr {cy}@s2wlab.com Abstract—The Dark Web is notorious for being a major known as one of the major drug trading sites [13], [22], and distribution channel of harmful content as well as unlawful goods. WannaCry malware, one of the most notorious ransomware, Perpetrators have also used cryptocurrencies to conduct illicit has actively used the Dark Web to operate C&C servers [50]. financial transactions while hiding their identities. The limited Cryptocurrency also presents a similar situation. Apart from coverage and outdated data of the Dark Web in previous studies a centralized server, cryptocurrencies (e.g., Bitcoin [58] and motivated us to conduct an in-depth investigative study to under- Ethereum [72]) enable people to conduct peer-to-peer trades stand how perpetrators abuse cryptocurrencies in the Dark Web. We designed and implemented MFScope, a new framework which without central authorities, and thus it is hard to identify collects Dark Web data, extracts cryptocurrency information, and trading peers. analyzes their usage characteristics on the Dark Web. Specifically, Similar to the case of the Dark Web, cryptocurrencies MFScope collected more than 27 million dark webpages and also provide benefits to our society in that they can redesign extracted around 10 million unique cryptocurrency addresses for Bitcoin, Ethereum, and Monero. It then classified their usages to financial trading mechanisms and thus motivate new business identify trades of illicit goods and traced cryptocurrency money models, but are also adopted in financial crimes (e.g., money flows, to reveal black money operations on the Dark Web.
    [Show full text]