Dataset

This repository contains the dataset introduced in the paper: Towards Understanding and Demystifying Bitcoin Mixing Services, accepted on The Web Conference (WWW'21).

Link to the paper.

Repository organization:

• Mixing Record.md: mixing records for experiments with mixing services using real Bitcoins, as mentioned in the paper.
• data: directory containing mixing transactions data (to be organized).
  • chipmixer_mixing_transactions.json: collected mixing transactions from Chipmixer using our proposed algorithm.
  • shapeshift_full_records.json: full records of our ShapeShift crawler.
  • shapeshift_mixing_transactions.json: mixing transactions using refined matching algorithm based on crawled records.
  • wasbi_tx.json: crawled records of Wasabi Wallet transactions.

To cite this paper:

@inproceedings{
  title={Towards Understanding and Demystifying Bitcoin Mixing Services},
  author={Wu, Lei and Hu, Yufeng and Zhou, Yajin and Wang, Haoyu and Luo, Xiapu and Wang, Zhi and Zhang, Fan and Ren, Kui},
  booktitle={Proceedings of the World Wide Web Conference},
  year={2021},
  organization={The Web Conference}
}