Anti-money Laundering Analytics on the Bitcoin Transactions

Author:

Hegadi Rajendra,Tripathi Bhavya,Namratha S.,Parveez Aqtar,Chaturvedi Animesh,Hariprasad M.,Priyanga P.

Publisher

Springer Nature Singapore

Reference21 articles.

1. Nakamoto S (2008) Bitcoin: a peer-to-peer electronic cash system. Decent Bus Rev:21260

2. Chainanalysis-Team (2022) Crypto crime trends for 2022: Illicit transaction activity reaches all-time high in value, all-time low in share of all cryptocurrency activity. https://blog.chainalysis.com/reports/2022-crypto-crime-report-introduction/

3. Elliptic (2019) Elliptic data set. https://www.kaggle.com/datasets/ellipticco/elliptic-data-set

4. Weber M, Domeniconi G, Chen J, Weidele DKI, Bellei C, Robinson T, Leiserson CE (2019) Anti-money laundering in bitcoin: experimenting with graph convolutional networks for financial forensics. Preprint at arXiv:1908.02591

5. Alarab I, Prakoonwit S (2022) Effect of data resampling on feature importance in imbalanced blockchain data: comparison studies of resampling techniques. Data Sci Manag

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