Wearables are a rapidly emerging device category with wide-reaching use scenarios. The novel form factors and broad potential of this technology pose new security challenges: devices are typically on and close to a user. Furthermore, while they possess limited input and output channels, they often feature rich sensing, computing and communication capabilities. Due to this novel context, this paper argues that researchers need to reconsider the functional, technical and social aspects of authenticating, or securely establishing a user's identity, for wearable devices. This paper contributes to ongoing work on this topic by reviewing wearable authentication schemes according to the traditional classification of authentication via tokens,...