ScrawlD:标记有漏洞的真实以太坊智能合约数据集
ScrawlD: A Dataset of Real World Ethereum Smart Contracts Labelled with Vulnerabilities
摘要:
以太坊上的智能合约处理数百万美元和其他金融资产。过去,攻击者利用智能合约窃取这些资产。以太坊社区已经开发了大量工具来检测易受攻击的智能合约。然而,没有标准化的数据集来评估这些现有的工具,或任何新开发的工具。有必要为现实世界的以太坊智能合约制定一个公正的标准基准。我们创建了ScrawlD:一个来自以太坊网络的真实智能合约的注释数据集。该数据集使用5种工具进行标记,这些工具使用多数投票来检测智能合约中的各种漏洞。
英文摘要:
Smart contracts on Ethereum handle millions of U.S. Dollars and other financial assets. In the past, attackers have exploited smart contracts to steal these assets. The Ethereum community has developed plenty of tools to detect vulnerable smart contracts. However, there is no standardized data set to evaluate these existing tools, or any new tools developed. There is a need for an unbiased standard benchmark of real-world Ethereum smart contracts. We have created ScrawlD: an annotated data set of real-world smart contracts taken from the Ethereum network. The data set is labelled using 5 tools that detect various vulnerabilities in smart contracts, using majority voting.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。