Geospatial data and tools, including personal location tracking, are extremely valuable for policy planning, public information, and public health response, and may play a valuable role in responding to the COVID-19 pandemic. However, many privacy experts are concerned that a renewed impetus to collect the location of all global citizens leads to massive infringements on…