Privacy and False Identification Risk in Geomasking Techniques

Recent years have seen an increase in location privacy research, including the application of geomasking procedures. Geographical masks aim to protect privacy and preserve spatial information through the displacement of point data. False identification, or the mistaken association of data with the incorrect person or household, is an unexplored issue in geomasking, despite legal protections against false association. This study introduces a topological framework for assessing identification risk and examines the risk of false identification in four masking techniques: random perturbation, donut masking, and the newer Voronoi and MGRS masking techniques. While Voronoi masking is found to best preserve the clustering properties of a sample of urban foreclosure data, the other three masking techniques result in better protection against correct and false identification.     

The Common Good,Pluralism and the Small Church

Abstract

This paper discusses the understanding of “Common Good” that has been used by the Church of England, especially over the last five years. It suggests that its implicit universalism and identification of Christian morality with the ethical norms for the nation is premised on an understanding of the role of the Church which is no longer realistic. After a brief discussion of the latest statistics for church attendance and a comparison with other national churches in Northern Europe, I suggest that the Church of England is a “small church” and even that Christians constitute a religious minority. This means that the pursuit of the “Common Good” as defined by the church may simply be a piece of nostalgic longing for the time of the “big church.” The recent exclusions for the churches on same-sex marriage legislation indicate that the gap between most of the churches and the wider society. Rather than defining the common good, I suggest that in a pluralist society the churches which recognize their limited role will need to build alliances and common causes with other groups, both religious and secular.