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相关论文: A Mean Field Games Model for Cryptocurrency Mining

200 篇论文

To maintain blockchain-based services with ensuring its security, it is an important issue how to decide a mining reward so that the number of miners participating in the mining increases. We propose a dynamical model of decision-making for…

计算机科学与博弈论 · 计算机科学 2022-04-13 Kosuke Toda , Naomi Kuze , Toshimitsu Ushio

This paper introduces a structural game-theoretic model to value decentralized digital assets like Bitcoin. Instead of relying on speculative beliefs, it frames the asset's price within a Rational-Expectations Security-Utility Nash…

密码学与安全 · 计算机科学 2025-08-12 Liang Chen

The mining process in blockchain requires solving a proof-of-work puzzle, which is resource expensive to implement in mobile devices due to the high computing power and energy needed. In this paper, we, for the first time, consider edge…

密码学与安全 · 计算机科学 2018-11-20 Zehui Xiong , Shaohan Feng , Wenbo Wang , Dusit Niyato , Ping Wang , Zhu Han

In this paper we revisit the mining strategies in proof of work based cryptocurrencies and propose two strategies, we call smart and smarter mining, that in many cases strictly dominate honest mining. In contrast to other known attacks,…

密码学与安全 · 计算机科学 2019-02-13 Guy Goren , Alexander Spiegelman

This paper introduces a game-theoretic model tailored for reward distribution on crowd-sourced computing platforms. It explores a repeated game framework where miners, as computation providers, decide their computation power contribution in…

计算机科学与博弈论 · 计算机科学 2025-04-11 Shuhao Zheng , Ziyue Xin , Zonglun Li , Xue Liu

We study a game-theoretic model of blockchain mining economies and show that griefing, a practice according to which participants harm other participants at some lesser cost to themselves, is a prevalent threat at its Nash equilibria. The…

计算机科学与博弈论 · 计算机科学 2021-06-24 Yun Kuen Cheung , Stefanos Leonardos , Georgios Piliouras , Shyam Sridhar

Blockchain is rapidly emerging as an important class of network application, with a unique set of trust, security and transparency properties. In a blockchain system, participants record and update the `server-side' state of an application…

网络与互联网体系结构 · 计算机科学 2022-05-24 Yifan Mao , Shaileshh Bojja Venkatakrishnan

Cryptocurrencies have garnered much attention in recent years, both from the academic community and industry. One interesting aspect of cryptocurrencies is their explicit consideration of incentives at the protocol level. Understanding how…

密码学与安全 · 计算机科学 2020-02-24 Sarah Azouvi , Alexander Hicks

Optimization methods are used to determine equilibria of investment in cryptocurrencies. The basic assumptions involve existence of a core group (the "wealthy") that fears the loss of substantial assets through government seizure.…

数理金融 · 定量金融 2019-04-16 Carey Caginalp , Gunduz Caginalp

An open distributed system can be secured by requiring participants to present proof of work and rewarding them for participation. The Bitcoin digital currency introduced this mechanism, which is adopted by almost all contemporary digital…

密码学与安全 · 计算机科学 2014-12-01 Ittay Eyal

Blockchain-based cryptocurrencies prioritize transactions based on their fees, creating a unique kind of fee market. Empirically, this market has failed to yield stable equilibria with predictable prices for desired levels of service. We…

密码学与安全 · 计算机科学 2019-01-23 Soumya Basu , David Easley , Maureen O'Hara , Emin Gün Sirer

Cryptocurrencies and blockchain networks have attracted tremendous attention from their volatile price movements and the promise of decentralization. However, most projects run on business narratives with no way to test and verify their…

多智能体系统 · 计算机科学 2019-07-02 Zixuan Zhang

All public blockchains are secured by a proof of opportunity cost among block producers. For example, the security offered by proof-of-work (PoW) systems, like Bitcoin, is due to spent computation; it is work precisely because it cannot be…

计算机科学与博弈论 · 计算机科学 2019-08-27 George Bissias , Brian N. Levine , David Thibodeau

Blockchain games introduce unique gameplay and incentive mechanisms by allowing players to be rewarded with in-game assets or tokens through financial activities. However, most blockchain games are not comparable to traditional games in…

社会与信息网络 · 计算机科学 2022-10-25 Yu Jiang , Tian Min , Sizheng Fan , Rongqi Tao , Wei Cai

Cryptocurrencies that are based on Proof-of-Work (PoW) often rely on special purpose hardware to perform so-called mining operations that secure the system, with miners receiving freshly minted tokens as a reward for their work. A notable…

密码学与安全 · 计算机科学 2023-10-20 Aviv Yaish , Aviv Zohar

Bitcoin has witnessed a prevailing transition that employing transaction fees paid by users rather than subsidy assigned by the system as the main incentive for mining.

计算机科学与博弈论 · 计算机科学 2021-01-01 Hongwei Shi , Shengling Wang , Qin Hu , Xiuzhen Cheng , Jianhui Huang

Mining is a central operation of all proof-of-work (PoW) based cryptocurrencies. The vast majority of miners today participate in "mining pools" instead of "solo mining" in order to lower risk and achieve a more steady income. However, this…

计算工程、金融与科学 · 计算机科学 2022-12-15 Panagiotis Chatzigiannis , Foteini Baldimtsi , Igor Griva , Jiasun Li

Recent financial bubbles such as the emergence of cryptocurrencies and "meme stocks" have gained increasing attention from both retail and institutional investors. In this paper, we propose a game-theoretic model on optimal liquidation in…

数理金融 · 定量金融 2024-02-02 Ludovic Tangpi , Shichun Wang

It is known that a player in a noncooperative game can benefit by publicly restricting his possible moves before play begins. We show that, more generally, a player may benefit by publicly committing to pay an external party an amount that…

综合经济学 · 经济学 2024-01-05 James W. Bono , David H. Wolpert

Selfish miners selectively withhold blocks to earn disproportionately high revenue. The vast majority of the selfish mining literature focuses exclusively on block rewards. Carlsten et al. [2016] is a notable exception, observing that…

计算机科学与博弈论 · 计算机科学 2025-08-11 Maryam Bahrani , Michael Neuder , S. Matthew Weinberg