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In this paper, we analyze traders' behavior within both centralized exchanges (CEXs) and decentralized exchanges (DEXs), focusing on the volatility of Bitcoin prices and the trading activity of investors engaged in perpetual future…

交易与市场微观结构 · 定量金融 2024-04-26 Erdong Chen , Mengzhong Ma , Zixin Nie

In early May 2022, the Terra ecosystem collapsed after the algorithmic stablecoin failed to maintain its peg. Emergency measures were taken by Terraform Labs (TFL) in an attempt to protect Luna and UST, but then were abruptly abandoned by…

密码学与安全 · 计算机科学 2022-07-22 Edward Kim , Tobias Andersen , Marventus , A. E. , Pedro Borges , David Schmidt , Matthew Western

This paper investigates the temporal patterns of activity in the cryptocurrency market with a focus on Bitcoin, Ethereum, Dogecoin, and WINkLink from January 2020 to December 2022. Market activity measures - logarithmic returns, volume, and…

交易与市场微观结构 · 定量金融 2023-08-22 Marcin Wątorek , Maria Skupień , Jarosław Kwapień , Stanisław Drożdż

Cross-chain bridges are a type of middleware for blockchain interoperability that supports the transfer of assets and data across blockchains. However, several of these bridges have vulnerabilities that have caused 3.2 billion dollars in…

密码学与安全 · 计算机科学 2025-09-09 André Augusto , Rafael Belchior , Jonas Pfannschmidt , André Vasconcelos , Miguel Correia

The pump and dump scheme is a form of market manipulation attack in which coordinated actors drive up the price of an asset in order to sell at a higher price. Due in part to a lack of enforcement, these schemes are widespread within the…

密码学与安全 · 计算机科学 2023-09-14 Joshua Clough , Matthew Edwards

We construct the Google matrices of bitcoin transactions for all year quarters during the period of January 11, 2009 till April 10, 2013. During the last quarters the network size contains about 6 million users (nodes) with about 150…

交易与市场微观结构 · 定量金融 2020-04-01 Célestin Coquidé , José Lages , Dima L. Shepelyansky

We analyse all Mini Flash Crashes (or Flash Equity Failures) in the US equity markets in the four most volatile months during 2006-2011. In contrast to previous studies, we find that Mini Flash Crashes are the result of regulation framework…

交易与市场微观结构 · 定量金融 2012-11-29 Anton Golub , John Keane , Ser-Huang Poon

The decentralized and trustless nature of cryptocurrencies and blockchain technology leads to a shift in the digital world. The possibility to execute small programs, called smart contracts, on cryptocurrencies like Ethereum opened doors to…

密码学与安全 · 计算机科学 2021-01-15 Hendrik Amler , Lisa Eckey , Sebastian Faust , Marcel Kaiser , Philipp Sandner , Benjamin Schlosser

Credit allows a lender to loan out surplus capital to a borrower. In the traditional economy, credit bears the risk that the borrower may default on its debt, the lender hence requires upfront collateral from the borrower, plus interest fee…

密码学与安全 · 计算机科学 2021-03-23 Kaihua Qin , Liyi Zhou , Benjamin Livshits , Arthur Gervais

In the dynamic landscape of the Web, we are witnessing the emergence of the Web3 paradigm, which dictates that platforms should rely on blockchain technology and cryptocurrencies to sustain themselves and their profitability.…

社会与信息网络 · 计算机科学 2025-03-20 Cheick Tidiane Ba , Richard G. Clegg , Ben A. Steer , Matteo Zignani

Renewed public attention on the identity of Bitcoin's pseudonymous creator has sharpened focus on the Satoshi overhang, commonly framed as a tail risk for bitcoin. This paper argues that the mechanical downside of a disposition is bounded…

综合金融 · 定量金融 2026-05-01 Karl T. Ulrich

The rise of Ethereum and other blockchains that support smart contracts has led to the creation of decentralized exchanges (DEXs), such as Uniswap, Balancer, Curve, mStable, and SushiSwap, which enable agents to trade cryptocurrencies…

最优化与控制 · 数学 2021-07-28 Guillermo Angeris , Akshay Agrawal , Alex Evans , Tarun Chitra , Stephen Boyd

Cryptocurrencies' values often respond aggressively to major policy changes, but none of the existing indices informs on the market risks associated with regulatory changes. In this paper, we quantify the risks originating from new…

风险管理 · 定量金融 2021-08-25 Xinwen Ni , Wolfgang Karl Härdle , Taojun Xie

Algorithmic stablecoins (AS) are one special type of stablecoins that are not backed by any asset (equiv. without collateral). They stand to revolutionize the way a sovereign fiat operates. As implemented, these coins are poorly stabilized…

计算机科学与博弈论 · 计算机科学 2023-04-12 Shange Fu , Qin Wang , Jiangshan Yu , Shiping Chen

Phishing attacks in Web3 ecosystems are increasingly sophisticated, exploiting deceptive contract logic, malicious frontend scripts, and token approval patterns. We present DeepTx, a real-time transaction analysis system that detects such…

密码学与安全 · 计算机科学 2025-10-27 Yixuan Liu , Xinlei Li , Yi Li

The `Black Thursday' crisis in cryptocurrency markets demonstrated deleveraging risks in over-collateralized non-custodial stablecoins. We develop a stochastic model that helps explain deleveraging crises in these over-collateralized…

交易与市场微观结构 · 定量金融 2022-08-02 Ariah Klages-Mundt , Andreea Minca

Crashes have fascinated and baffled many canny observers of financial markets. In the strict orthodoxy of the efficient market theory, crashes must be due to sudden changes of the fundamental valuation of assets. However, detailed empirical…

交易与市场微观结构 · 定量金融 2017-02-08 Jonathan Donier , Jean-Philippe Bouchaud

Autodeleveraging (ADL) is a last-resort loss socialization mechanism for perpetual futures venues. It is triggered when solvency-preserving liquidations fail. Despite the dominance of perpetual futures in the crypto derivatives market, with…

计算机科学与博弈论 · 计算机科学 2026-02-18 Tarun Chitra

An attacker that gains access to a cryptocurrency user's private keys can perform any operation in her stead. Due to the decentralized nature of most cryptocurrencies, no entity can revert those operations. This is a central challenge for…

密码学与安全 · 计算机科学 2021-06-03 Uri Kirstein , Shelly Grossman , Michael Mirkin , James Wilcox , Ittay Eyal , Mooly Sagiv

Credit exposure in Decentralized Finance (DeFi) is often implicit and token-mediated, creating a dense web of inter-protocol dependencies. Thus, a shock to one token may result in significant and uncontrolled contagion effects. As the DeFi…

机器学习 · 计算机科学 2026-02-05 Aijie Shu , Wenbin Wu , Gbenga Ibikunle , Fengxiang He