The 2014 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BioMS 2014) will be held in Rome, Italy on October 17, 2014. This workshop aims to present and discuss various technological, methodological and application issues in these areas, especially concerning, but not limited to, advanced sensors, signal/image processing techniques, patter recognition approaches, systems and applications. Papers are solicited on all aspects of biometric theory and practice in biometric-based measurements and systems, specifically for security and medical applications.