Spatio-temporal techniques for user identification by means of GPS mobility data

One of the greatest concerns related to the popularity of GPS-enabled devices and applications is the increasing availability of the personal location information generated by them and shared with application and service providers. Moreover, people tend to have regular routines and be characterized by a set of “significant places”, thus making it possible to identify a user from his/her mobility data. In this paper we present a series of techniques for identifying individuals from their GPS movements. More specifically, we study the uniqueness of GPS information for three popular datasets, and we provide a detailed analysis of the discriminatory power of speed, direction and distance of travel. Most importantly, we present a simple yet effective technique for the identification of users from location information that are not included in the original dataset used for training, thus raising important privacy concerns for the management of location datasets.

Engaging autobiography:mobility trauma and international relations

This article outlines the possibilities of autobiographical stories to criticize status quo iterations of International Relations (IR). The article draws on the personal experiences of the author’s deportation order issued by the United Kingdom’s Home Office and its associated Border Agency (UKBA) to challenge the accepted assumptions of a cosmopolitan worldview as it relates to orderly international institutional design. It highlights the possibilities of trauma when border management and personal mobility collide. It suggests that mobility trauma ensues when the expectations of human mobility, outlined in Article 13 of the Universal Declaration of Human Rights, infringe the state’s role as security provider. It begins in part one with a challenge to the traditional role and understanding of international borders that sustain order within the international. It examines the unacknowledged role that human vulnerability plays within IR and institutional design while frankly engaging with human vulnerability and trauma in the second section. This section details the experiences of the author when her mobility rights were curtailed and the ensuing identity crisis prompted by such events. The final section investigates the ideas of critical cosmopolitan scholarship demanding that such discourses acknowledge and work through the possibility of failed agency when the demands of state security supersede individual mobility rights. It turns to the possibility of traumatic iterations of IR in order to probe such possibilities. The article suggests, in its conclusion, the possibility of storytelling and psychoanalysis to endorse unorthodox agency, and the possibility of a dynamic international institutional design, that challenges the status quo iterations of IR.