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} }