Reconciling Security and Utility in Next-Generation Epidemic Risk Mitigation Systems

arXiv:2011.08069v3 Announce Type: replace
Abstract: Epidemics like the recent COVID-19 require proactive contact tracing and epidemiological analysis to predict and subsequently contain infection transmissions. The proactive measures require large scale data collection, which simultaneously raise concerns regarding users' privacy. Digital contact tracing systems developed in response to COVID-19 either collected extensive data for effective analytics at the cost of users' privacy or collected minimal data for the sake of user privacy but were ineffective in predicting and mitigating the epidemic …

analysis arxiv collection contact tracing covid cs.cr cs.cy cs.si data data collection digital epidemic infection large mitigation next predict privacy proactive proactive measures q-bio.pe raise response risk risk mitigation scale security systems tracing utility