Fighting money laundering with technology: A case study of Bank X in the UK

作者:

Highlights:

• A case study of a Bank in the UK provides useful insights into AML monitoring

• Improvements in ML-profiling practices and True Positive Rates are discussed

• The dynamics between computer profiling and human profiling are considered in AML

摘要

This paper presents a longitudinal interpretive case study of a UK bank's efforts to combat Money Laundering (ML) by expanding the scope of its profiling of ML behaviour. The concept of structural coupling, taken from systems theory, is used to reflect on the bank's approach to theorize about the nature of ML-profiling. The paper offers a practical contribution by laying a path towards the improvement of money laundering detection in an organizational context while a set of evaluation measures is extracted from the case study. Generalizing from the case of the bank, the paper presents a systems-oriented conceptual framework for ML monitoring.

论文关键词:Money laundering,Systems theory,Transaction monitoring systems,Profiling

论文评审过程:Received 4 December 2016, Revised 29 October 2017, Accepted 21 November 2017, Available online 2 December 2017, Version of Record 12 December 2017.

论文官网地址:https://doi.org/10.1016/j.dss.2017.11.005