Computer-based systems and methods are disclosed for modeling and predicting short sale fraud risks for short sale transactions related to real estate properties. In some embodiments, the systems and methods can predict short sale fraud risks for real estate properties by considering a variety of factors, including AVM analytics characteristics, relationship analysis characteristics, and/or marketing analysis characteristics.