Datasets

This page lists all the datasets we have collected and used in our papers. To access them, please send an email to me (suliya@iie.ac.cn).

Ethereum DEFIER

We collected and reconstructed 42 real-world Dapp attack incidents, consisting of 126 semantic-similar transaction clusters with 58,555 transactions. We manually annotated them and performed a measurement study on our paper Evil Under the Sun: Understanding and Discovering Attacks on Ethereum Decentralized Applications.

Format

column	type	description
event	varchar	the reported event name
HashKey	varchar	the hash address of transaction
controlUserAddress	varchar	the user who initiated the transaction
gameName	varchar	the name of the game involved
gameAddress	varchar	the address of the game involved
txDate	Datetime	the time of transaction
txMethod	varchar	the name of the function called
smartContractAddress	varchar	the first contract address called
smartContractName	varchar	the first contract name called
group	varchar	the related attacking group name
stage	varchar	the related attack stage

Citation

@inproceedings{su2021evil,
title={Evil Under the Sun: Understanding and Discovering Attacks on Ethereum Decentralized Applications},
author={Su, Liya and Shen, Xinyue and Du, Xiangyu and Liao, Xiaojing and Wang, XiaoFeng and Xing, Luyi and Liu, Baoxu},
booktitle={30th USENIX Security Symposium (USENIX Security 21)},
publisher={USENIX},
year={2021} }

本页面列出了我们在论文中收集和使用的所有数据集。如需获取数据，请发送邮件至 suliya@iie.ac.cn。

以太坊 DEFIER 数据集

我们收集并重构了 42 起真实的 Dapp 攻击事件，包含 126 个语义相似的交易聚类，共 58,555 笔交易。我们对数据进行了人工标注，并在论文 Evil Under the Sun: Understanding and Discovering Attacks on Ethereum Decentralized Applications 中进行了测量研究。

数据格式

字段	类型	描述
event	varchar	报告的事件名称
HashKey	varchar	交易的哈希地址
controlUserAddress	varchar	发起交易的用户
gameName	varchar	涉及的游戏名称
gameAddress	varchar	涉及的游戏地址
txDate	Datetime	交易时间
txMethod	varchar	调用的函数名称
smartContractAddress	varchar	调用的第一个合约地址
smartContractName	varchar	调用的第一个合约名称
group	varchar	相关攻击组名称
stage	varchar	相关攻击阶段

引用