Use case

On-chain network analysis

Conduct broad analysis of blockchain activity to identify systemic trends, illicit typologies, or anomalies across jurisdictions or asset types.

173 curated resources

Latest resources

  • United Kingdom’s HM Revenue & Customs (HMRC) engages San Fransisco-based ‘blockchain intelligence’ firm TRM Labs.

    23 August 2024

    HMRC is working with TRM Labs to help fight crypto-enabled money laundering. TRM Labs’ contract includes the provision of ‘analytical or scientific software’ and ‘investigation and security…

  • ER-20 Log Dataset

    Open Data

    This dataset contains transactions data from normal and phishing accounts, de-anonymized for analytics in Ethereum fraud detection

  • Elliptic++

    Open Data

    The Elliptic++ dataset consists of 203k Bitcoin transactions and 822k wallet addresses to enable both the detection of fraudulent transactions and the detection of illicit addresses (actors) in the…

  • Elliptic Plusplus

    Open Data

    This repository introduces a comprehensive applied data science approach to Bitcoin network fraud detection, leveraging the Elliptic++ dataset. Utilizing graph data, the repository employs four graph…

  • BERTH4ETH

    Open Code

    This GitHub repository houses code (TensorFlow version) and datasets for the paper "BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection," accepted at ACM Web conference (WWW) 2023…

Showing 169–173 of 173 resources.