Survey on Surging Technology: Cryptocurrency
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Useful Computation on the Block Chain The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters Citation Yeung, Fuk. 2019. Useful Computation on the Block Chain. Master's thesis, Harvard Extension School. Citable link https://nrs.harvard.edu/URN-3:HUL.INSTREPOS:37364565 Terms of Use This article was downloaded from Harvard University’s DASH repository, and is made available under the terms and conditions applicable to Other Posted Material, as set forth at http:// nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of- use#LAA 111 Useful Computation on the Block Chain Fuk Yeung A Thesis in the Field of Information Technology for the Degree of Master of Liberal Arts in Extension Studies Harvard University November 2019 Copyright 2019 [Fuk Yeung] Abstract The recent growth of blockchain technology and its usage has increased the size of cryptocurrency networks. However, this increase has come at the cost of high energy consumption due to the processing power needed to maintain large cryptocurrency networks. In the largest networks, this processing power is attributed to wasted computations centered around solving a Proof of Work algorithm. There have been several attempts to address this problem and it is an area of continuing improvement. We will present a summary of proposed solutions as well as an in-depth look at a promising alternative algorithm known as Proof of Useful Work. This solution will redirect wasted computation towards useful work. We will show that this is a viable alternative to Proof of Work. Dedication Thank you to everyone who has supported me throughout the process of writing this piece. -
Proof of 'X' and Hash Functions Used
Top 20 Cryptocurrencies on Aggregate market value - Proof of ‘X’ and Hash functions used - 1 ISI Kolkata BlockChain Workshop, Nov 30th, 2017 CRYPTOGRAPHY with BlockChain - Hash Functions, Signatures and Anonymization - Hiroaki ANADA*1, Kouichi SAKURAI*2 *1: University of Nagasaki, *2: Kyushu University Acknowledgements: This work is supported by: Grants-in-Aid for Scientific Research of Japan Society for the Promotion of Science; Research Project Number: JP15H02711 Top 20 Cryptocurrencies on Aggregate market value - Proof of ‘X’ and Hash functions used - 3 Table of Contents 1. Cryptographic Primitives in Blockchains 2. Hash Functions a. Roles b. Various Hash functions used for Proof of ‘X’ 3. Signatures a. Standard Signatures (ECDSA) b. Ring Signatures c. One-Time Signatures (Winternitz) 4. Anonymization Techniques a. Mixing (CoinJoin) b. Zero-Knowledge proofs (zk-SNARK) 5. Conclusion 4 Brief History of Proof of ‘X’ 1992: “Pricing via Processing or Combatting Junk Mail” Dwork, C. and Naor, M., CRYPTO ’92 Pricing Functions 2003: “Moderately Hard Functions: From Complexity to Spam Fighting” Naor, M., Foundations of Soft. Tech. and Theoretical Comp. Sci. 2008: “Bitcoin: A peer-to-peer electronic cash system” Nakamoto, S. Proof of Work 5 Brief History of Proof of ‘X’ 2008: “Bitcoin: A peer-to-peer electronic cash system” Nakamoto, S. Proof of Work 2012: “Peercoin” Proof of Stake (& Proof of Work) ~ : Delegated Proof of Stake, Proof of Storage, Proof of Importance, Proof of Reserves, Proof of Consensus, ... 6 Proofs of ‘X’ 1. Proof of Work 2. Proof of Stake Hash-based Proof of ‘X’ 3. Delegated Proof of Stake 4. Proof of Importance 5. -
Piecework: Generalized Outsourcing Control for Proofs of Work
(Short Paper): PieceWork: Generalized Outsourcing Control for Proofs of Work Philip Daian1, Ittay Eyal1, Ari Juels2, and Emin G¨unSirer1 1 Department of Computer Science, Cornell University, [email protected],[email protected],[email protected] 2 Jacobs Technion-Cornell Institute, Cornell Tech [email protected] Abstract. Most prominent cryptocurrencies utilize proof of work (PoW) to secure their operation, yet PoW suffers from two key undesirable prop- erties. First, the work done is generally wasted, not useful for anything but the gleaned security of the cryptocurrency. Second, PoW is natu- rally outsourceable, leading to inegalitarian concentration of power in the hands of few so-called pools that command large portions of the system's computation power. We introduce a general approach to constructing PoW called PieceWork that tackles both issues. In essence, PieceWork allows for a configurable fraction of PoW computation to be outsourced to workers. Its controlled outsourcing allows for reusing the work towards additional goals such as spam prevention and DoS mitigation, thereby reducing PoW waste. Meanwhile, PieceWork can be tuned to prevent excessive outsourcing. Doing so causes pool operation to be significantly more costly than today. This disincentivizes aggregation of work in mining pools. 1 Introduction Distributed cryptocurrencies such as Bitcoin [18] rely on the equivalence \com- putation = money." To generate a batch of coins, clients in a distributed cryp- tocurrency system perform an operation called mining. Mining requires solving a computationally intensive problem involving repeated cryptographic hashing. Such problem and its solution is called a Proof of Work (PoW) [11]. As currently designed, nearly all PoWs suffer from one of two drawbacks (or both, as in Bitcoin). -
Alternative Mining Puzzles
Cryptocurrency Technologies Alternative Mining Puzzles Alternative Mining Puzzles • Essential Puzzle Requirements • ASIC-Resistant Puzzles • Proof-of-Useful-Work • Non-outsourceable Puzzles • Proof-of-Stake “Virtual Mining” Puzzles (recap) Incentive system steers participants Basic features of Bitcoin’s puzzle The puzzle is difficult to solve, so attacks are costly … but not too hard, so honest miners are compensated Q: What other features could a puzzle have? 1 Cryptocurrency Technologies Alternative Mining Puzzles On today’s menu . Alternative puzzle designs Used in practice, and speculative Variety of possible goals ASIC resistance, pool resistance, intrinsic benefits, etc. Essential security requirements Alternative Mining Puzzles • Essential Puzzle Requirements • ASIC-Resistant Puzzles • Proof-of-Useful-Work • Non-outsourceable Puzzles • Proof-of-Stake “Virtual Mining” 2 Cryptocurrency Technologies Alternative Mining Puzzles Puzzle Requirements A puzzle should ... – be cheap to verify – have adjustable difficulty – <other requirements> – have a chance of winning that is proportional to hashpower • Large player get only proportional advantage • Even small players get proportional compensation Bad Puzzle: a sequential Puzzle Consider a puzzle that takes N steps to solve a “Sequential” Proof of Work N Solution Found! 3 Cryptocurrency Technologies Alternative Mining Puzzles Bad Puzzle: a sequential Puzzle Problem: fastest miner always wins the race! Solution Found! Good Puzzle => Weighted Sample This property is sometimes called progress free. 4 Cryptocurrency Technologies Alternative Mining Puzzles Alternative Mining Puzzles • Essential Puzzle Requirements • ASIC-Resistant Puzzles • Proof-of-Useful-Work • Non-outsourceable Puzzles • Proof-of-Stake “Virtual Mining” ASIC Resistance – Why?! Goal: Ordinary people with idle laptops, PCs, or even mobile phones can mine! Lower barrier to entry! Approach: Reduce the gap between custom hardware and general purpose equipment. -
Arxiv:1907.02434V1 [Cs.CY] 4 Jul 2019 1 Introduction
Cryptocurrency Egalitarianism: A Quantitative Approach Dimitris Karakostas1,3, Aggelos Kiayias1,3, Christos Nasikas2,4, and Dionysis Zindros2,3 1 University of Edinburgh 2 University of Athens 3 IOHK 4 “ATHENA” Research Center Abstract. Since the invention of Bitcoin one decade ago, numerous cryptocurrencies have sprung into existence. Among these, proof-of-work is the most common mechanism for achieving consensus, whilst a num- ber of coins have adopted “ASIC-resistance” as a desirable property, claiming to be more “egalitarian,” where egalitarianism refers to the power of each coin to participate in the creation of new coins. While proof-of-work consensus dominates the space, several new cryptocurren- cies employ alternative consensus, such as proof-of-stake in which block minting opportunities are based on monetary ownership. A core criti- cism of proof-of-stake revolves around it being less egalitarian by making the rich richer, as opposed to proof-of-work in which everyone can con- tribute equally according to their computational power. In this paper, we give the first quantitative definition of a cryptocurrency’s egalitarian- ism. Based on our definition, we measure the egalitarianism of popular cryptocurrencies that (may or may not) employ ASIC-resistance, among them Bitcoin, Ethereum, Litecoin, and Monero. Our simulations show, as expected, that ASIC-resistance increases a cryptocurrency’s egalitar- ianism. We also measure the egalitarianism of a stake-based protocol, Ouroboros, and a hybrid proof-of-stake/proof-of-work cryptocurrency, Decred. We show that stake-based cryptocurrencies, under correctly se- lected parameters, can be perfectly egalitarian, perhaps contradicting folklore belief. arXiv:1907.02434v1 [cs.CY] 4 Jul 2019 1 Introduction In 2008, Satoshi Nakamoto proposed Bitcoin [25], the first and most suc- cessful cryptocurrency to date. -
A Regulatory System for Optimal Legal Transaction Throughput in Cryptocurrency Blockchains
A Regulatory System for Optimal Legal Transaction Throughput in Cryptocurrency Blockchains Aditya Ahuja Vinay J. Ribeiro Ranjan Pal Indian Institute of Technology Indian Institute of Technology University of Michigan Delhi Bombay Ann Arbor, USA New Delhi, India Mumbai, India [email protected] [email protected] [email protected] ABSTRACT correctness of the underlying computational principles, which are a Permissionless blockchain consensus protocols have been designed basis of the efficacy of these economies. More specifically, in order primarily for defining decentralized economies for the commercial to sustain these cryptocurrency based decentralized economies, trade of assets, both virtual and physical, using cryptocurrencies. blockchain consensus protocols serve as a technical foundation. In most instances, the assets being traded are regulated, which man- Existing blockchain protocols for cryptocurrencies address one dates that the legal right to their trade and their trade value are of (or any combination of) the following system goals: speed, se- determined by the governmental regulator of the jurisdiction in curity and decentralization. Unfortunately, these system goals are which the trade occurs. Unfortunately, existing blockchains do not necessary but insufficient. Illegal activities propelled through the formally recognise proposal of legal cryptocurrency transactions, as strategic use of blockchain based cryptocurrencies, is a serious part of the execution of their respective consensus protocols, result- problem staring at the face of many world governments today ing in rampant illegal activities in the associated crypto-economies. [47]. These illegal activities exploit the permissionless nature of In this contribution, we motivate the need for regulated blockchain the blockchain networks for illegal trade, to strategically defeat consensus protocols with a case study of the illegal, cryptocurrency regulation by obfuscating the jurisdictions of the blockchain users based, Silk Road darknet market. -
Incentives in Ethereum's Hybrid Casper Protocol
Incentives in Ethereum’s Hybrid Casper Protocol Vitalik Buterin∗, Daniel¨ Reijsbergeny, Stefanos Leonardosy, Georgios Piliourasy ∗Ethereum Foundation ySingapore University of Technology and Design Abstract We present an overview of hybrid Casper the Friendly Finality Gadget (FFG): a Proof-of-Stake checkpointing protocol overlaid onto Ethereum’s Proof-of-Work blockchain. We describe its core functionalities and reward scheme, and explore its properties. Our findings indicate that Casper’s implemented incentives mechanism ensures liveness, while providing safety guarantees that improve over standard Proof-of-Work protocols. Based on a minimal-impact implementation of the protocol as a smart contract on the blockchain, we discuss additional issues related to parametrisation, funding, throughput and network overhead and detect potential limitations. Index Terms Proof of Stake, Ethereum, Consensus I. INTRODUCTION In 2008, the seminal Bitcoin paper by Satoshi Nakamoto [50] introduced the blockchain as a means for an open network to extend and reach consensus about a distributed ledger of digital token transfers. The main innovation of Ethereum [16] was to use the blockchain to maintain a history of code creation and execution. As such, Ethereum functions as a global computer that executes code uploaded by users in the form of smart contracts. Like Bitcoin [31], [32], Ethereum’s block proposal mechanism is based on the concept of Proof-of-Work (PoW). In PoW, network participants utilise computational power to win the right to add blocks to the blockchain. However, the alarming global energy consumption of PoW-based blockchains has made the concept increasingly controversial [22], [45], [65]. One of the main alternatives to PoW is virtual mining or Proof-of-Stake (PoS) [1], [5], [46], [55]. -
Building Applications on the Ethereum Blockchain
Building Applications on the Ethereum Blockchain Eoin Woods Endava @eoinwoodz licensed under a Creative Commons Attribution-ShareAlike 4.0 International License 1 Agenda • Blockchain Recap • Ethereum • Application Design • Development • (Solidity – Ethereum’s Language) • Summary 3 Blockchain Recap 4 What is Blockchain? • Enabling technology of Bitcoin, Ethereum, … • Distributed database without a controlling authority • Auditable database with provable lineage • A way to collaborate with parties without direct trust • Architectural component for highly distributed Internet-scale systems 5 Architectural Characteristics of a Blockchain • P2P distributed • (Very) eventual consistency • Append only “ledger” • Computationally expensive • Cryptographic security • Limited query model (key only) (integrity & non-repudiation) • Lack of privacy (often) • Eventual consistency • low throughput scalability • Smart contracts (generally – 10s txn/sec) • Fault tolerant reliability 6 What Makes a Good Blockchain Application? • Multi-organisational • No complex query requirement • No trusted intermediary • Multiple untrusted writers • Need shared source of state • Latency insensitive (e.g. transactions, identity) • Relatively low throughput • Need for immutability (e.g. proof • Need for resiliency of existence) • Transaction interactions • Fairly small data size “If your requirements are fulfilled by today’s relational databases, you’d be insane to use a blockchain” – Gideon Greenspan 7 What is Blockchain being Used For? digital ledger that tracks and derivatives post- verifiable supply chains supply chain efficiency protects valuable assets trade processing Keybase Georgia government Identity management verified data post-trade processing records 8 Public and Permissioned Blockchains Public Permissioned Throughput Low Medium Latency High Medium # Readers High High # Writers High Low Centrally Managed No Yes Transaction Cost High “Free” Based on: Do you need a Blockchain? Karl Wüst, Arthur Gervaisy IACR Cryptology ePrint Archive, 2017, p.375. -
Algorand: Scaling Byzantine Agreements for Cryptocurrencies Yossi Gilad, Rotem Hemo, Silvio Micali, Georgios Vlachos, Nickolai Zeldovich MIT CSAIL
Algorand: Scaling Byzantine Agreements for Cryptocurrencies Yossi Gilad, Rotem Hemo, Silvio Micali, Georgios Vlachos, Nickolai Zeldovich MIT CSAIL ABSTRACT open setting: since anyone can participate, an adversary can create an arbitrary number of pseudonyms (“Sybils”) [21], Algorand is a new cryptocurrency that confirms transactions making it infeasible to rely on traditional consensus proto- with latency on the order of a minute while scaling to many cols [15] that require a fraction of honest users. users. Algorand ensures that users never have divergent views of confirmed transactions, even if some of the users Bitcoin [41] and other cryptocurrencies [23, 53] address are malicious and the network is temporarily partitioned. this problem using proof-of-work (PoW), where users must In contrast, existing cryptocurrencies allow for temporary repeatedly compute hashes to grow the blockchain, and forks and therefore require a long time, on the order of an the longest chain is considered authoritative. PoW ensures hour, to confirm transactions with high confidence. that an adversary does not gain any advantage by creating Algorand uses a new Byzantine Agreement (BA) protocol pseudonyms. However, PoW allows the possibility of forks, to reach consensus among users on the next set of trans- where two different blockchains have the same length, and actions. To scale the consensus to many users, Algorand neither one supersedes the other. Mitigating forks requires uses a novel mechanism based on Verifiable Random Func- two unfortunate sacrifices: the time to grow the chain byone tions that allows users to privately check whether they are block must be reasonably high (e.g., 10 minutes in Bitcoin), selected to participate in the BA to agree on the next set and applications must wait for several blocks in order to of transactions, and to include a proof of their selection in ensure their transaction remains on the authoritative chain their network messages. -
Cryptocurrency and the Blockchain: Technical Overview and Potential Impact on Commercial Child Sexual Exploitation
Cryptocurrency and the BlockChain: Technical Overview and Potential Impact on Commercial Child Sexual Exploitation Prepared for the Financial Coalition Against Child Pornography (FCACP) and the International Centre for Missing & Exploited Children (ICMEC) by Eric Olson and Jonathan Tomek, May 2017 Foreword The International Centre for Missing & Exploited Children (ICMEC) advocates, trains and collaborates to eradicate child abduction, sexual abuse and exploitation around the globe. Collaboration – one of the pillars of our work – is uniquely demonstrated by the Financial Coalition Against Child Pornography (FCACP), which was launched in 2006 by ICMEC and the National Center for Missing & Exploited Children. The FCACP was created when it became evident that people were using their credit cards to buy images of children being sexually abused online. Working alongside law enforcement, the FCACP followed the money to disrupt the economics of the child pornography business, resulting in the virtual elimination of the use of credit cards in the United States for the purchase of child sexual abuse content online. And while that is a stunning accomplishment, ICMEC and the FCACP are mindful of the need to stay vigilant and continue to fight those who seek to profit from the sexual exploitation of children. It is with this in mind that we sought to research cryptocurrencies and the role they play in commercial sexual exploitation of children. This paper examines several cryptocurrencies, including Bitcoin, and the Blockchain architecture that supports them. It provides a summary of the underground and illicit uses of the currencies, as well as the ramifications for law enforcement and industry. ICMEC is extremely grateful to the authors of this paper – Eric Olson and Jonathan Tomek of LookingGlass Cyber Solutions. -
Blockchain Consensus: an Analysis of Proof-Of-Work and Its Applications. Amitai Porat1, Avneesh Pratap2, Parth Shah3, and Vinit Adkar4
Blockchain Consensus: An analysis of Proof-of-Work and its applications. Amitai Porat1, Avneesh Pratap2, Parth Shah3, and Vinit Adkar4 [email protected] [email protected] [email protected] [email protected] ABSTRACT Blockchain Technology, having been around since 2008, has recently taken the world by storm. Industries are beginning to implement blockchain solutions for real world services. In our project, we build a Proof of Work based Blockchain consensus protocol and evauluate how major applications can run on the underlying platform. We also explore how varying network conditions vary the outcome of consensus among nodes. Furthermore, to demonstrate some of its capabilities we created our own application built on the Ethereum blockchain platform. While Bitcoin is by and far the first major cryptocurrency, it is limited in the capabilities of its blockchain as a peer-to-peer currency exchange. Therefore, Ethereum blockchain was the right choice for application development since it caters itself specifically to building decentralized applications that seek rapid deployment and security. 1 Introduction Blockchain technology challenges traditional shared architectures which require forms of centralized governance to assure the integrity of internet applications. It is the first truly democratized, universally accessible, shared and secure asset control architecture. The first blockchain technology was founded shortly after the US financial collapse in 2008, the idea was a decentralized peer-to-peer currency transfer network that people can rely on when the traditional financial system fails. As a result, blockchain largely took off and made its way into large public interest. We chose to investigate the power of blockchain consensus algorithms, primarily Proof of Work. -
Robust Proof of Stake: a New Consensus Protocol for Sustainable Blockchain Systems
sustainability Article Robust Proof of Stake: A New Consensus Protocol for Sustainable Blockchain Systems Aiya Li 1, Xianhua Wei 1 and Zhou He 1,2,* 1 School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190, China; [email protected] (A.L.); [email protected] (X.W.) 2 Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Beijing 100190, China * Correspondence: [email protected] Received: 1 March 2020; Accepted: 31 March 2020; Published: 2 April 2020 Abstract: In the digital economy era, the development of a distributed robust economy system has become increasingly important. The blockchain technology can be used to build such a system, but current mainstream consensus protocols are vulnerable to attack, making blockchain systems unsustainable. In this paper, we propose a new Robust Proof of Stake (RPoS) consensus protocol, which uses the amount of coins to select miners and limits the maximum value of the coin age to effectively avoid coin age accumulation attack and Nothing-at-Stake (N@S) attack. Under a comparison framework, we show that the RPoS equals or outperforms Proof of Work (PoW) protocol and Proof of Stake (PoS) protocol in three dimensions: energy consumption, robustness, and transaction processing speed. To compare the three consensus protocols in terms of trade efficiency, we built an agent-based model and find that RPoS protocol has greater or similar trade request-satisfied ratio than PoW and PoS. Hence, we suggest that RPoS is very suitable for building a robust digital economy distributed system. Keywords: distributed digital economy system; blockchain; robust; consensus protocol; agent-based model 1.