Ph.D. Forum Abstract: Activity-Based Implicit Authentication for Wearable Devices

Abstract

Privacy and authenticity of data pushed by or into wearable devices is of important concern. We investigate the possibility of an implicit authentication approach for wearable devices based on ambulatory activities performed by the user. Our initial results show that the proposed approach can achieve as high as 97% accuracy to authenticate a user.