DHP Framework: Digital Health Passports Using Blockchain -- Use case on international tourism during the COVID-19 pandemic

Abstract

In order to contain the COVID-19 pandemic, several countries enforced extended social distancing measures for several weeks, effectively pausing the majority of economic activities. In an effort to resume economic activity safely, several Digital Contact Tracing applications and protocols have been introduced with success. However, DCT is a reactive method, as it aims to break existing chains of disease transmission in a population. Therefore DCT is not suitable for proactively preventing the spread of a disease; an approach that relevant to certain use cases, such as international tourism, where individuals travel across borders. In this work, we first identify the limitations characterising DCT related to privacy issues, unwillingness of the public to use DCT mobile apps due to privacy concerns, lack of interoperability among different DCT applications and protocols, and the assumption that there is limited, local mobility in the population. We then discuss the concept of a Health Passport as a means of verifying that individuals are disease risk-free and how it could be used to resume the international tourism sector. Following, we present the DHP Framework that uses a private blockchain and Proof of Authority for issuing Digital Health Passports. The framework provides a distributed infrastructure supporting the issuance of DHPs by foreign health systems and their verification by relevant stakeholders, such as airline companies and border control authorities. We discuss the attributes of the system in terms of its usability and performance, security and privacy. Finally, we conclude by identifying future extensions of our work on formal security and privacy properties that need to be rigorously guaranteed via appropriate security protocols.

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• TTVs analysis in Southern Stars: the case of WASP-28
• Predictable patterns in planetary transit timing variations and transit duration variations due to exomoons
• $\text{PyTranSpot}$ - A tool for multiband light curve modeling of planetary transits and stellar spots
• High Cadence Near Infrared Timing Observations of Extrasolar Planets: I. GJ 436b and XO-1b
• TraMoS project III: Improved physical parameters, timing analysis, and star-spot modelling of the WASP-4b exoplanet system from 38 transit observations
• Orbital instability of close-in exomoons in non-coplanar systems
• A Search for Additional Planets in Five of the Exoplanetary Systems Studied by the NASA EPOXI Mission
• Ground-based multisite observations of two transits of HD 80606b
• Unbiasing the density of TTV-characterised sub-Neptunes: Update of the mass-radius relationship of 34 Kepler planets
• Eight Planets in Four Multi-planet Systems via Transit Timing Variations in 1350 Days
• SOPHIE velocimetry of Kepler transit candidates XIV. A joint photometric, spectroscopic, and dynamical analysis of the Kepler-117 system
• A population of planetary systems characterized by short-period, Earth-sized planets
• A search for multi-planet systems with TESS using a Bayesian N-body retrieval and machine learning
• Frequency of Close Companions among Kepler Planets - a TTV study
• A consistent analysis of three years of ground- and space-based photometry of TrES-2
• TASTE. III. A homogeneous study of transit time variations in WASP-3b
• Doppler Monitoring of the WASP-47 Multiplanet System
• Constraining tidal dissipation in F-type main-sequence stars: the case of CoRoT-11
• Kepler Object of Interest Network II. Photodynamical modelling of Kepler-9 over 8 years of transit observations
• Discovery and characterization of the exoplanets WASP-148b and c. A transiting system with two interacting giant planets
• Transiting Exoplanet Monitoring Project (TEMP). VI. The Homogeneous Refinement of System Parameters for 39 Transiting Hot Jupiters with 127 New Light Curves
• WASP-4b Transit Observations With GROND
• Alleviating the transit timing variation bias in transit surveys. I. RIVERS: Method and detection of a pair of resonant super-Earths around Kepler-1705
• Secular dynamics of coplanar, non-resonant planetary system under the general relativity and quadrupole moment perturbations
• A Systematic Search for Trojan Planets in the Kepler data
• Transit Timing Variations and linear ephemerides of confirmed Kepler transiting exoplanets
• Observations of the WASP-2 System by the APOSTLE Program
• Transit timing variations in the HAT-P-13 planetary system
• Two Small Temperate Planets Transiting Nearby M Dwarfs in K2 Campaigns 0 and 1
• HD 191939: Three Sub-Neptunes Transiting a Sun-like Star Only 54 pc Away
• Model-Independent Stellar and Planetary Masses from Multi-Transiting Exoplanetary Systems
• On the Stability of Extrasolar Planetary Systems and other Closely Orbiting Pairs
• Detectability of Exoplanetary Transits from Radial Velocity Surveys
• A Fast, 2D Gaussian Process Method Based on Celerite: Applications to Transiting Exoplanet Discovery and Characterization
• Photometric Follow-up Observations of the Transiting Neptune-Mass Planet GJ 436b
• A transit timing variation observed for the long-period extremely low density exoplanet HIP 41378f
• The butterfly effect in the extreme-mass ratio inspiral problem
• Diffuser-assisted Photometric Follow-up Observations of the Neptune-sized Planets K2-28b and K2-100b
• Origin and Stability of Exomoon Atmospheres - Implications for Habitability
• How to Weigh a Star Using a Moon
• The Monitor project: the search for transits in the open cluster NGC 2362
• A SuperWASP search for additional transiting planets in 24 known systems
• Transit timing analysis of CoRoT-1b
• Discarding orbital decay in WASP-19b after one decade of transit observations
• Super-Earths: A New Class of Planetary Bodies
• Recurring sets of recurring starspot occultations on exoplanet-host Qatar-2
• Exomoon simulations
• Distinguishing Polar and Co-planar Circumbinary Exoplanets by Eclipsing Timing Variations
• When, where, and how many planets end up in first-order resonances?
• Prospects for TTV Detection and Dynamical Constraints with TESS
• Multi-band transit observations of the TrES-2b exoplanet
• Worlds Without Moons: Exomoon Constraints for Compact Planetary Systems
• On the impact of tides on the transit-timing fits to the TRAPPIST-1 system
• Probing Transit Timing Variation and its Possible Origin with Twelve New Transits of TrES-3b
• HD 28109 hosts a trio of transiting Neptunian planets including a near-resonant pair, confirmed by ASTEP from Antarctica
• Dynamics and Origins of the Near-Resonant Kepler Planets
• On the Search For Transits of the Planets Orbiting Gl 876
• SOPHIE velocimetry of Kepler transit candidates XVIII. Radial velocity confirmation, absolute masses and radii, and origin of the Kepler-419 multiplanetary system
• SPECULOOS exoplanet search and its prototype on TRAPPIST
• Transiting Exoplanet Monitoring Project (TEMP). IV. Refined System Parameters, Transit Timing Variations and Orbital Stability of the Transiting Planetary System HAT-P-25
• Mean Motion Resonances in Exoplanet Systems: An Investigation Into Nodding Behavior
• Two super-Earths at the edge of the habitable zone of the nearby M dwarf TOI-2095
• Photo-Dynamical Analysis of Three Kepler Objects of Interest with Significant Transit Timing Variations
• Kepler Object of Interest Network I. First results combining ground and space-based observations of Kepler systems with transit timing variations
• An Automated Method to Detect Transiting Circumbinary Planets
• On the potentially dramatic history of the super-Earth rho 55 Cancri e
• Transit least-squares survey - I. Discovery and validation of an Earth-sized planet in the four-planet system K2-32 near the 1:2:5:7 resonance
• Transiting Exoplanet Monitoring Project (TEMP). I. Refined System Parameters and Transit Timing Variations of HAT-P-29b
• The binary mass ratios of circumbinary planet hosts
• The six-planet resonant chain of HD 110067
• Transit Timing Variations in the three-planet system: TOI-270
• Characterization of the K2-19 Multiple-Transiting Planetary System via High-Dispersion Spectroscopy, AO Imaging, and Transit Timing Variations
• Transit timing analysis of the exoplanet TrES-5 b. Possible existence of the exoplanet TrES-5 c
• Visual Analysis and Demographics of Kepler Transit Timing Variations
• Kepler-90: Giant transit-timing variations reveal a super-puff
• Searching for Small Circumbinary Planets I. The STANLEY Automated Algorithm and No New Planets in Existing Systems
• TASTE. II. A new observational study of transit time variations in HAT-P-13b
• TRAPPIST-1: Dynamical analysis of the transit-timing variations and origin of the resonant chain
• The Invisible Majority? Evolution and Detection of Outer Planetary Systems without Gas Giants
• Two Super-Earths in the 3:2 MMR around KOI-1599
• celmech: A Python package for celestial mechanics
• Exciting the TTV Phases of Resonant Sub-Neptunes
• A Simplified Photodynamical Model for Planetary Mass Determination in Low-Eccentricity Multi-Transiting Systems
• Kepler's Missing Planets
• Resonance in the K2-19 system is at odds with its high reported eccentricities
• The resilience of Kepler systems to stellar obliquity
• It takes two planets in resonance to tango around K2-146
• Modal Decomposition of TTV - Inferring Planet Masses and Eccentricities
• TESS Observations of Kepler systems with Transit Timing Variations
• Masses of Kepler-46b, c from Transit Timing Variations
• The GAPS Programme at TNG: XXXVI. Measurement of the Rossiter-McLaughlin effect and revising the physical and orbital parameters of the HAT-P-15, HAT-P-17, HAT-P-21, HAT-P-26, HAT-P-29 eccentric planetary systems
• SuperWASP-North Extrasolar Planet Candidates. Candidates from Fields 17hr < RA < 18hr
• Life on Exoplanets In the Habitable Zone of M-Dwarfs?
• Stability Constrained Characterization of Multiplanet Systems
• APOSTLE: Eleven Transit Observations of TrES-3b
• The origin and 9:7 MMR dynamics of the Kepler-29 system
• Updated Catalog of Kepler Planet Candidates: Focus on Accuracy and Orbital Periods
• Parametrized Post-Newtonian Orbital Effects in Extrasolar Planets
• A HARDCORE model for constraining an exoplanet's core size
• A differentiable N-body code for transit timing and dynamical modeling. I. Algorithm and derivatives
• Cherenkov Telescopes as Optical Telescopes for Bright Sources: Today's Specialised Thirty Metre Telescopes?
• TASTE V. A new ground-based investigation of orbital decay in the ultra-hot Jupiter WASP-12b
• Searching for the Transit of the Earth--mass exoplanet Proxima~Centauri~b in Antarctica: Preliminary Result
• No variations in transit times for Qatar-1 b
• Indications for transit timing variations in the exo-Neptune HAT-P-26b
• Planetary transit timing variations induced by stellar binarity. The light travel time effect
• Characterisation of the Warm-Jupiter TOI-1130 system with CHEOPS and photo-dynamical approach
• On the radial velocity detection of additional planets in transiting, slowly rotating M-dwarf systems: the case of GJ 1132
• A blind method to detrend instrumental systematics in exoplanetary light-curves
• TTV-determined Masses for Warm Jupiters and their Close Planetary Companions
• A Method for Selecting M dwarfs with an Increased Likelihood of Unresolved Ultra-cool Companionship
• Prospecting transit duration variations in extrasolar planetary systems
• Dynamics and Collisional Evolution of Closely Packed Planetary Systems
• A search for transit timing variations and orbital decay in WASP-46b
• Detection and Characterization of Extrasolar Planets through Doppler Spectroscopy
• Sculpting the circumbinary planet size distribution through resonant interactions with companion planets
• Qatar Exoplanet Survey: Qatar-6b -- a grazing transiting hot Jupiter
• Transiting Exoplanet Monitoring Project (TEMP). III. On the Relocation of the Kepler-9~b Transit
• Constraining the Densities of the Three Kepler-289 Planets with Transit Timing Variations
• Power of wavelets in analyses of transit and phase curves in the presence of stellar variability and instrumental noise. II. Accuracy of the transit parameters
• Photodynamical analysis of the nearly resonant planetary system WASP-148: Accurate transit-timing variations and mutual orbital inclination
• Forming Different Planetary Systems
• Signatures of impact-driven atmospheric loss in large ensembles of exoplanets
• On the Detection of Non-Transiting Hot Jupiters in Multiple-Planet Systems
• Detection of transit timing variations in excess of one hour in the Kepler multi-planet candidate system KOI 806 with the GTC
• Jupiter and Super-Earth embedded in a gaseous disc
• Where to Find Habitable "Earths" in Circumbinary Systems
• Searching for transit timing variations in transiting exoplanet systems
• Observations of the Kepler Field with TESS: Predictions for Planet Yield and Observable Features
• A dense mini-Neptune orbiting the bright young star HD 18599
• TraMoS IV: Discarding the Quick Orbital Decay Hypothesis for OGLE-TR-113b
• Transit-Timing Variation Signature of Planet Migration: The Case of K2-24
• A spider timing model: accounting for quadrupole deformations and relativity in close pulsar binaries
• The architecture and formation of the Kepler-30 planetary system
• KELT-23Ab: A Hot Jupiter Transiting a Near-Solar Twin Close to the TESS and JWST Continuous Viewing Zones
• Alleviating the Transit Timing Variations bias in transit surveys. II. RIVERS: Twin resonant Earth-sized planets around Kepler-1972 recovered from Kepler's false positive
• Probing Transit Timing Variations of Three Hot-Jupiters: HATP-36b, HATP-56b, and WASP-52b
• A young progenitor for the most common planetary systems in the Galaxy
• TEE, a simple estimator for the precision of eclipse and transit minimum times
• Transits Probabilities Around Hypervelocity and Runaway Stars
• Photometric Follow-up Transit (Primary Eclipse) Observations of WASP-43 b and TrES-3b and A Study on Their Transit Timing Variations
• Exomoons in Systems with a Strong Perturber: Applications to $\alpha$ Cen AB
• Significant mutual inclinations between the stellar spin and the orbits of both planets in the HAT-P-11 system
• The Stability of Tidal Equilibrium for Hierarchical Star-Planet-Moon Systems
• Searching for the secondary eclipse of CoRoT-Exo-2b and its transit timing variations
• Systematic search for long-term transit duration changes in Kepler transiting planets
• Below One Earth Mass: The Detection, Formation, and Properties of Subterrestrial Worlds
• The Science Case for PILOT III: the Nearby Universe
• A Method to Identify the Boundary Between Rocky and Gaseous Exoplanets from Tidal Theory and Transit Durations
• Planet Hunters TESS III: two transiting planets around the bright G dwarf HD 152843
• TOI-4504: Exceptionally large Transit Timing Variations induced by two resonant warm gas giants in a three planet system
• The Transit Timing and Atmosphere of Hot Jupiter HAT-P-37b
• The Dark Planets of the WASP-47 Planetary System
• Non-Sinusoidal Transit Timing Variations for the Exoplanet HAT-P-12b
• A search for transit timing variations in the HATS-18 planetary system
• Transits and secondary eclipses of HD 189733 with Spitzer
• Transit-timing measurements with the model-independent barycenter method: Application to the LHS 6343 system
• TOI-1749: an M dwarf with a Trio of Planets including a Near-Resonant Pair
• Characterization of the HD 108236 system with CHEOPS and TESS. Confirmation of a fifth transiting planet
• WASP-35 and HAT-P-30/WASP-51: re-analysis using TESS and ground-based transit photometry
• A close outer companion to the ultra-hot Jupiter TOI-2109 b?
• Transiting planets as a precision clock to constrain the time variation of the gravitational constant
• Measuring accurate transit parameters
• Kepler-80 Revisited: Assessing the Participation of a Newly Discovered Planet in the Resonant Chain
• Prospects for Refining Kepler TTV Masses using TESS Observations
• An Accurate 3D Analytic Model for Exoplanetary Photometry, Radial Velocity, and Astrometry
• Validation of a Third Planet in the LHS 1678 System
• The study on transiting systems HAT-P-13, HAT-P-16 and WASP-32 through combining ground-based and TESS photometry
• A highly mutually-inclined, compact warm-Jupiter system KOI-984 ?
• WASP-92, WASP-93 and WASP-118: Transit timing variations and long-term stability of the systems
• Long-Term Evolution in Transit Duration of Extrasolar Planets from Magnetic Activity in their Parent Stars
• Terrestrial Planet Formation in Extra-Solar Planetary Systems
• Transit Timing Variations in the system Kepler-410Ab
• Transit Depth Variations Reveal TOI-216 b to be a Super-Puff
• The inflated, eccentric warm Jupiter TOI-4914 b orbiting a metal-poor star, and the hot Jupiters TOI-2714 b and TOI-2981 b
• Exploiting the transit timing capabilities of Ariel
• HATS-59b,c: A Transiting Hot Jupiter and a Cold Massive Giant Planet Around a Sun-Like Star
• APOSTLE: Longterm Transit Monitoring and Stability Analysis of XO-2b
• The young planetary system K2-25: constraints on companions and starspots
• The extraneous eclipses on binary light curves: KIC 5255552, KIC 10091110, and KIC 11495766
• Radii, masses, and transit-timing variations of the three-planet system orbiting the naked-eye star TOI-396
• NGTS-21b: An Inflated Super-Jupiter Orbiting a Metal-poor K dwarf
• Light-Curve Evolution due to Secular Dynamics and the Vanishing Transits of KOI 120.01
• A periodic configuration of the Kepler-25 planetary system?
• Tentative Evidence for Transit Timing Variations of WASP-161b
• On the influence of equilibrium tides on transit-timing variations of close-in super-Earths. I. Application to single-planet systems and the case of K2-265 b
• The GAPS Programme at TNG. LXV. Precise density measurement of TOI-1430 b, a young planet with an evaporating atmosphere
• Mathematical encoding within multi-resonant planetary systems as SETI beacons
• A super-Earth and a mini-Neptune around Kepler-59
• PHASES: a concept for a satellite-borne ultra-precise spectrophotometer
• Masses of the Kepler-419 Planets from Transit Timing Variations Analysis
• The K2-24 planetary system revisited by CHEOPS
• Search for Super Earths by Timing of Transits with CoRoT
• Accretion of Rocky Planets by Hot Jupiters
• A homogeneous TTV investigation of all TESS systems with a confirmed single transiting planet
• A New Planet in the Kepler-159 System From Transit Timing Variations
• Models of radial velocities and transit light curves
• Transits of Planets with Small Intervals in Circumbinary Systems
• Timing analysis in microlensing
• Detection of Laplace-resonant three-planet systems from transit timing variations
• The NASA EPOXI mission of opportunity to gather ultraprecise photometry of known transiting exoplanets
• An Analysis of Transiting Hot Jupiters Observed with K2: WASP-55b and WASP-75b
• An alternative stable solution for the Kepler-419 system, obtained with the use of a genetic algorithm
• Constellations of co-orbital planets: horseshoe dynamics, long-term stability, transit timing variations, and potential as SETI beacons
• How to Find a Planet from Transit Variations
• The Dynamics of Co-orbital Giant Exomoons -- Applications for the Kepler-1625 b and Kepler-1708 b Satellite Systems
• Search for a circum-planetary material and orbital period variations of short-period Kepler exoplanet candidates
• Occurrence of the 2:1 commensurability in a gas giant-Super-Earth system
• The Exoplanet Edge: Planets Don't Induce Observable TTVs with a Dominant TTV Period Faster than Half their Orbital Period
• A joint effort to discover and characterize two resonant mini Neptunes around TOI-1803 with TESS, HARPS-N and CHEOPS
• What to Expect from Transiting Multiplanet Systems
• Transit Timing Variations in HIP 41378: CHEOPS and TESS confirm a non-transiting sixth planet in the system
• Transit timing variations, radial velocities and long-term dynamical stability of the system Kepler-410
• Constraining Planetary Formation Models Using Conditional Occurrences of Various Planet Types
• Discovery and Characterization of Kepler-36b
• Preliminary Results on HAT-P-4, TrES-3, XO-2, and GJ 436 from the NASA EPOXI Mission
• Dynamical architectures of planetary systems induced by orbital migration
• The discovery and legacy of Kepler's multi-transiting planetary systems
• Mass Upper Bounds for Over 50 Kepler Planets Using Low-S/N Transit Timing Variations
• Mass Derivation of planets K2-21b and K2-21c from Transit Timing Variations
• The Stability and Prospects of the Detection of Terrestrial/Habitable Planets in Multiplanet and Multiple Star Systems
• Glimpses of stellar surfaces. II. Origins of the photometric modulations and timing variations of KOI-1452
• On the Detection of Habitable Trojan Planets in the Kepler Circumbinary Systems
• A transiting rocky super-Earth and a non-transiting sub-Neptune orbiting the M dwarf TOI-771
• Angular momentum distributions for observed and modeled exoplanetary systems
• TrES-1 b: A Case Study in Detecting Secular Evolution of Exoplanet Orbits
• Nauyaca: a new tool to determine planetary masses and orbital elements through transit timing analysis
• The case for a close-in perturber to GJ 436 b
• A differentiable N-body code for transit timing and dynamical modelling -- II. Photodynamics
• Explicit relations and criteria for eclipses, transits and occultations
• The impact of photospheric brightness field on exoplanetary transit timings and the TTV excess of HD 189733 b
• The multi-planet system TOI-5624: Four transiting sub-Neptunes with an outer companion revealed by transit-timing variations
• Stability of exoplanetary systems retrieved from scalar time series
• Characterizing the WASP-4 system with TESS and radial velocity data: Constraints on the cause of the hot Jupiter's changing orbit and evidence of an outer planet
• TOI-333b: A Neptune Desert planet around a F7V star
• L 98-59: a Benchmark System of Small Planets for Future Atmospheric Characterization
• Characterization of the Visual Binary TOI-6883AB and its dynamical implications for the planetary companion TOI-6883Ab
• ExoEcho: Exoplanet Ephemerides Change Observations. III. A JWST Survey for Transit Timing Variations of 37 Exoplanets
• Modeling the Solar System I: Characterization Limits from Analytic Timing Variations
• Transit Timing Variations of the Sub-Saturn Exoplanet HAT-P-12b
• Accounting for Transit Timing Detectability: Biases in Planetary Radius and Orbital Period
• Exploring Long-period Architectures: Four New Planet Candidates from Kepler with Periods >342 days
• Detection of periodic transit timing variations in warm sub-Saturn HD 332231 b