Detection of Accounting Anomalies in the Latent Space using Adversarial Autoencoder Neural Networks

Marco Schreyer, Timur Sattarov, Christian Schulze +2

The detection of fraud in accounting data is a long-standing challenge in financial statement audits. Nowadays, the majority of applied techniques refer to handcrafted rules derive…