Dr. Adria Perez-Rovira
Senior Research Scientist
Is that really you? ML solutions for the real world problems of identity verification
Biometric authentication systems are plentiful in our daily routines, from unlocking our phone with a fingerprint or image of the face to validating the identity of a student by their typing behaviour during an online exam. Most, if not all, of these systems leverage large amounts of data and machine learning algorithms to correctly identify and verify the identity of the user. But what happens when someone prints a high resolution image of your face, and presents it in front of a camera to access your bank account?