分散金融中的非原子套利

Lioba Heimbach, Vabuk Pahari, Eric Schertenleib
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摘要

最大可提取价值(MEV)在以太坊生态系统中的普遍存在,导致后者被描述为黑暗森林。迄今为止,对 MEV 的研究主要局限于纯链上 MEV,即三明治攻击、循环套利和清算。在这项工作中,我们揭示了以太坊区块链上去中心化交易所(DEXes)的非原子套利的普遍性。重要的是,非原子套利利用了以太坊区块链上的交易所与以太坊区块链之外的交易所(即中心化交易所或其他区块链上的交易所)之间的价格差异。因此,非原子套利是一种涉及以太坊区块链内外行为的 MEV。在我们对非原子套利的研究中,我们发现,从合并到 2023 年 10 月 31 日,以太坊最大的五个 DEX 上超过四分之一的交易量都可能归因于这种类型的 MEV。我们进一步强调,在已确认的高达 1370 亿美元的非原子套利交易量中,只有 11 个搜索者对超过 80% 的交易量负有责任,并在区块构建市场的中心化和非原子套利之间建立了联系。最后,我们讨论了这些占以太坊总区块价值 10% 以上的高价值交易的安全影响,并概述了可能的缓解措施。
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Non-Atomic Arbitrage in Decentralized Finance
The prevalence of maximal extractable value (MEV) in the Ethereum ecosystem has led to a characterization of the latter as a dark forest. Studies of MEV have thus far largely been restricted to purely on-chain MEV, i.e., sandwich attacks, cyclic arbitrage, and liquidations. In this work, we shed light on the prevalence of non-atomic arbitrage on decentralized exchanges (DEXes) on the Ethereum blockchain. Importantly, non-atomic arbitrage exploits price differences between DEXes on the Ethereum blockchain as well as exchanges outside the Ethereum blockchain (i.e., centralized exchanges or DEXes on other blockchains). Thus, non-atomic arbitrage is a type of MEV that involves actions on and off the Ethereum blockchain. In our study of non-atomic arbitrage, we uncover that more than a fourth of the volume on Ethereum's biggest five DEXes from the merge until 31 October 2023 can likely be attributed to this type of MEV. We further highlight that only eleven searchers are responsible for more than 80% of the identified non-atomic arbitrage volume sitting at a staggering 137 billion US$ and draw a connection between the centralization of the block construction market and non-atomic arbitrage. Finally, we discuss the security implications of these high-value transactions that account for more than 10% of Ethereum's total block value and outline possible mitigations.
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