Authentication, which is the verification of identity, is one of the most important security features. It usually depends on three factors: something you know (knowledge), something you have (token) and something you are (biometrics). In this thesis, we propose the use of biometrics (fingerprints) with a fourth factor, namely location (i.e., where you are), in order to develop a privacy-friendly multi-factor authentication scheme suitable for smartphone applications.