In any language and all cultures, financial gain is the aim of most people. Unfortunately, many people (and companies!) resort to techniques that lie somewhere between immoral and criminal. Currently, many companies rely on a combination of external scoring services and internal manual fraud prevention procedures. This presentation will introduce ideas that are able to automate the detection of fraud and automate the analysis of new unknown fraud patterns.