论文标题
NFT的游戏:表征以太坊区块链中NFT Wash交易
A Game of NFTs: Characterizing NFT Wash Trading in the Ethereum Blockchain
论文作者
论文摘要
以太坊区块链中的不可杀菌令牌(NFT)市场在2021年经历了爆炸性增长,每月的贸易量在2022年1月达到60亿美元。但是,人们对可能的洗涤交易产生了担忧,这是一种市场操纵的形式,一种政党反复贸易销售其数量,以使其数量膨胀。我们的研究从2022年1月开始使用多种方法研究了Wash交易对以太坊NFT市场的影响。我们发现WASH交易影响了所有NFT集合的5.66%,总人工量为\ $ 3,406,110,774。我们研究从WASH交易中获利的两种方法:人为地提高NFT的价格并利用某些市场提供的令牌奖励系统。我们的发现表明,利用NFTMS的令牌奖励系统的利润要多得多(成功运营的平均收益是\ $ 105.5亿美元,更有可能成功(运营的80%以上),而与使用WASH交易更高的价格(50%的活动导致损失的50%)相比,风险较小。我们的研究强调,以太坊经常进行WASH交易,而NFTMS应实施保护机制以阻止这种非法行为。
The Non-Fungible Token (NFT) market in the Ethereum blockchain experienced explosive growth in 2021, with a monthly trade volume reaching \$6 billion in January 2022. However, concerns have emerged about possible wash trading, a form of market manipulation in which one party repeatedly trades an NFT to inflate its volume artificially. Our research examines the effects of wash trading on the NFT market in Ethereum from the beginning until January 2022, using multiple approaches. We find that wash trading affects 5.66% of all NFT collections, with a total artificial volume of \$3,406,110,774. We look at two ways to profit from wash trading: Artificially increasing the price of the NFT and taking advantage of the token reward systems provided by some marketplaces. Our findings show that exploiting the token reward systems of NFTMs is much more profitable (mean gain of successful operations is \$1.055M on LooksRare), more likely to succeed (more than 80% of operations), and less risky than reselling an NFT at a higher price using wash trading (50% of activities result in a loss). Our research highlights that wash trading is frequent in Ethereum and that NFTMs should implement protective mechanisms to stop such illicit behavior.