As more people become connected on social platforms, cyber criminals find themselves with more numerous and accessible potential targets than ever before. Over a 4 month period in 2015, the ZeroFOX Research Team built a machine learning classifier and identified thousands scams targeting major financial institutions and their customers across Instagram. The results of the study shine a light on a growing problem with serious impacts on financial institutions’ bottom lines.