Abstract

The rapid dynamics of COVID-19 calls for quick and effective tracking of virus transmission chains and early detection of outbreaks, especially in the “phase 2” of the pandemic, when lockdown and other restriction measures are progressively withdrawn, in order to avoid or minimize contagion resurgence. For this purpose, contact-tracing apps are being proposed for large scale adoption by many countries. A centralized approach, where data sensed by the app are all sent to a nation-wide server, raises concerns about citizens’ privacy and needlessly strong digital surveillance, thus alerting us to the need to minimize personal data collection and avoiding location tracking. We advocate the conceptual advantage of a decentralized approach, where both contact and location data are collected exclusively in individual citizens’ “personal data stores”, to be shared separately and selectively (e.g., with a backend system, but possibly also with other citizens), voluntarily, only when the citizen has tested positive for COVID-19, and with a privacy preserving level of granularity. This approach better protects the personal sphere of citizens and affords multiple benefits: it allows for detailed information gathering for infected people in a privacy-preserving fashion; and, in turn this enables both contact tracing, and, the early detection of outbreak hotspots on more finely-granulated geographic scale. The decentralized approach is also scalable to large populations, in that only the data of positive patients need be handled at a central level. Our recommendation is two-fold. First to extend existing decentralized architectures with a light touch, in order to manage the collection of location data locally on the device, and allow the user to share spatio-temporal aggregates—if and when they want and for specific aims—with health authorities, for instance. Second, we favour a longer-term pursuit of realizing a Personal Data Store vision, giving users the opportunity to contribute to collective good in the measure they want, enhancing self-awareness, and cultivating collective efforts for rebuilding society.

Highlights

  • National authorities are currently addressing the rapid spread of SARS-CoV-2 through strong control measures aimed at containing the diffusion of the virus and slowing it to levels

  • For example in contact tracing, that is, revealing the places a patient who has tested positive has visited in recent days in addition to the people the user has been in contact with

  • It has been found that over 75% of individuals who reported being positive for COVID-19 had been in close contact with another individual—who they knew—infected by COVID-19 (Oliver et al 2020)

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Summary

ORIGINAL PAPER

Awareness and control to individual citizens, and they will help COVID‐19 containment. Mirco Nanni1 · Gennady Andrienko2,3 · Albert‐László Barabási4 · Chiara Boldrini5 · Francesco Bonchi6,7 · Ciro Cattuto6,8 · Francesca Chiaromonte9,10 · Giovanni Comandé9 · Marco Conti5 · Mark Coté11 · Frank Dignum12 · Virginia Dignum12 · Josep Domingo‐Ferrer13 · Paolo Ferragina14 · Fosca Giannotti1 · Riccardo Guidotti14 · Dirk Helbing15 · Kimmo Kaski16 · Janos Kertesz17 · Sune Lehmann18 · Bruno Lepri19 · Paul Lukowicz20 · Stan Matwin21,22 · David Megías Jiménez23 · Anna Monreale14 · Katharina Morik24 · Nuria Oliver25,26 · Andrea Passarella5 · Andrea Passerini27 · Dino Pedreschi14 · Alex Pentland28 · Fabio Pianesi29 · Francesca Pratesi14 · Salvatore Rinzivillo1 · Salvatore Ruggieri14 · Arno Siebes30 · Vicenc Torra12,31 · Roberto Trasarti1 · Jeroen van den Hoven32 · Alessandro Vespignani

Introduction
Existing proposals and their limitations
Findings
Our proposal
Full Text
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