BlkVulnDataset

The public blockchain vulnerability dataset released in our ESEC/FSE'22 paper.

An Empirical Study of Blockchain System Vulnerabilities: Modules, Types, and Patterns

Paper link: https://doi.org/10.1145/3540250.3549105

The following is the bib information:

@INPROCEEDINGS{BLKVULN22,
  AUTHOR = {Xiao Yi and Daoyuan Wu and Lingxiao Jiang and Yuzhou Fang and Kehuan Zhang and Wei Zhang},
  TITLE = {An Empirical Study of Blockchain System Vulnerabilities: Modules, Types, and Patterns},
  BOOKTITLE = {Proc. ACM ESEC/FSE},
  YEAR = {2022},
}

How to Use the DB

• The dataset is a SQLite database file, which is available at here.
• You can access the dataset db file using the SQLite Browser.
• Then make SQL queries according to your needs.

The Database Structure

The database contains four tables, i.e., COMMITS, ISSUES, VULN_ISSUES, and TOP20_VULN_ISSUES, where

• COMMITS and ISSUES contain the raw data of git commits and GitHub issues/PRs, respectively.
• VULN_ISSUES contains the vulnerability issues/PRs obtained by the vulnerability filtering framework.
• TOP20_VULN_ISSUES contains issues/PRs that belong to the top 20 vulnerability types, as introduced in Table 5 of the paper.