论文标题
在经济影响事件中以太坊的帐户行为分析
Analysis of account behaviors in Ethereum during an economic impact event
论文作者
论文摘要
俄罗斯与乌克兰之间的冲突是涉及世界经济的主要事件之一。该事件提供了一个难得的机会来分析如此大规模的事件如何反映加密货币的使用。这项工作旨在调查此事件期间的账目行为及其对以太坊加密货币的交易。为此，我们收集了冲突开始前两周和两周后进行的所有交易，分为两组：这些交易中涉及的帐户的收集以及这些与以太坊中服务相互作用的交易的子集，称为Flashbots Auction。我们对每个节点表示一个帐户的时间图建模，每个边缘代表两个帐户之间的交易。然后，我们在每个观察到的一周内都通过两组分析了这些帐户的行为。结果表明，用户及其帐户的行为和活动发生了变化，以及每日交易量的变化。
One of the main events that involve the world economy in 2022 is the conflict between Russia and Ukraine. This event offers a rare opportunity to analyze how events of this magnitude can reflect the use of cryptocurrencies. This work aims to investigate the behavior of accounts and their transactions on the Ethereum cryptocurrency during this event. To this end, we collected all transactions that occurred two weeks before and two weeks after the beginning of the conflict, organized into two groups: the collection of the accounts involved in these transactions and the subset of these ones that interacted with a service in Ethereum, called Flashbots Auction. We modeled temporal graphs where each node represents an account, and each edge represents a transaction between two accounts. Then, we analyzed the behavior of these accounts with graph metrics for both groups during each observed week. The results showed changes in the behavior and activity of users and their accounts, as well as variations in the daily volume of transactions.
