Anomaly-detection methods are aimed at identifying observations that deviate manifestly from what is expected. Such methods are usually run on low-dimensional data, such as time series data. However, the increasing importance of high-dimensional payments and exposure data for financial oversight...

We identify interbank (i.e. non-collateralized) loans from the Colombian large-value payment system by implementing Furfine's method. After identifying interbank loans from transactional data we obtain the interbank rates and claims without relying on financial institutions' reported data....