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The (Google/Apple) Exposure Notification System ( GAEN ) is a framework and protocol specification developed by Apple Inc. and Google to facilitate digital contact tracing during the COVID-19 pandemic . When used by health authorities, it augments more traditional contact tracing techniques by automatically logging close approaches among notification system users using Android or iOS smartphones . Exposure Notification is a decentralized reporting protocol built on a combination of Bluetooth Low Energy technology and privacy-preserving cryptography . It is an opt-in feature within COVID-19 apps developed and published by authorized health authorities. Unveiled on April 10, 2020, it was made available on iOS on May 20, 2020 as part of the iOS 13 .5 update and on December 14, 2020 as part of the iOS 12 .5 update for older iPhones. On Android, it was added to devices via a Google Play Services update, supporting all versions since Android Marshmallow .

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72-670: The Apple/Google protocol is similar to the Decentralized Privacy-Preserving Proximity Tracing (DP-3T) protocol created by the European DP-3T consortium and the Temporary Contact Number (TCN) protocol by Covid Watch , but is implemented at the operating system level, which allows for more efficient operation as a background process . Since May 2020, a variant of the DP-3T protocol is supported by

144-573: A 128-bit key in CTR mode. The Rolling Proximity Identifier and the Associated Encrypted Metadata are then combined and broadcast using BLE. Clients exchange and log these payloads. Once a registered health authority has confirmed the infection of a user, the user's Temporary Exposure Keys t e k i {\displaystyle tek_{i}} and their respective interval numbers i {\displaystyle i} for

216-518: A central reporting server, whereas with DP-3T, the central reporting server never has access to contact logs nor is it responsible for processing and informing clients of contact. Because contact logs are never transmitted to third parties, it has major privacy benefits over the PEPP-PT approach; however, this comes at the cost of requiring more computing power on the client side to process infection reports. The Apple/Google Exposure Notification project

288-525: A centralized platform developed by its NHSX division, and a second app using Exposure Notification. On June 18, the NHS announced that it would focus on using Exposure Notification to complement manual contact tracing, citing tests on the Isle of Wight showing that it had better cross-device compatibility (and would also be compatible with other European approaches), but that its distance calculations were not as reliable as

360-413: A coarse timestamp and signal strength. The signal strength is later used as part of the infection reporting process to estimate the distance between an infected patient and the user. When reporting infection, there exists a central reporting server controlled by the local health authority. Before a user can submit a report, the health authority must first confirm infection and generate a code authorizing

432-494: A contact log. Then, once a user tests positive for infection, a report is sent to a central server. Each client on the network then collects the reports from the server and independently checks their local contact logs for an EphID contained in the report. If a matching EphID is found, then the user has come in close contact with an infected patient, and is warned by the client. Since each device locally verifies contact logs, and thus contact logs are never transmitted to third parties,

504-515: A country elects to do so. Apple and Google released reference implementations for apps utilizing the system, which can be used as a base. On September 1, 2020, the consortium announced "Exposure Notifications Express" (EN Express), a system designed to ease adoption of the protocol by health authorities by removing the need to develop an app themselves. Under this system, a health authority provides parameters specific to their implementation (such as thresholds, branding, messaging, and key servers), which

576-457: A global fixed string, P R F ( ) {\displaystyle PRF()} is a pseudo-random function like HMAC-SHA256 , and P R G ( ) {\displaystyle PRG()} is a stream cipher producing n ∗ 16 {\displaystyle n*16} bytes. This stream is then split into 16-byte chunks and randomly sorted to obtain the EphIDs of

648-445: A health official to request a one-time verification code (VC) from a verification server , which the user enters into the encounter logging app. This causes the app to obtain a cryptographically signed certificate, which is used to authorize the submission of keys to the central reporting server. The received keys are then provided to the protocol, where each client individually searches for matches in their local encounter history. If

720-489: A large fleet of Bluetooth Low Energy devices. This attack leverages the linkability of a user during a day, and therefore is possible on within a day on all users of some centralized systems such as the system proposed in the United Kingdom, but does not function on 'unlinkable' versions of DP-3T where infected users' identifiers are not transmitted using a compact representation such as a key or seed. HKDF HKDF

792-492: A later date. By using the same algorithm used to generate the original EphIDs, clients can reproduce every EphID used for the period past and including t {\displaystyle t} , which they then check against their local contact log to determine whether the user has been in close proximity to an infected patient. In the entire protocol, the health authority never has access to contact logs, and only serve to test patients and authorize report submissions. When

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864-595: A limited time segment and for only users who have disclosed their COVID-19 status, once a device's set of daily encryption keys have been revealed. On April 16, the European Union started the process of assessing the proposed system for compatibility with privacy and data protection laws, including the General Data Protection Regulation (GDPR). On April 17, 2020, the UK's Information Commissioner's Office ,

936-426: A local list of size n = ( 24 ∗ 60 ) / l {\displaystyle n=(24*60)/l} new EphIDs to broadcast throughout the day, where l {\displaystyle l} is the lifetime of an EphID in minutes. To prevent malicious third parties from establishing patterns of movement by tracing static identifiers over a large area, EphIDs are rotated frequently. Given

1008-468: A match meeting certain risk parameters is found, the app notifies the user of potential exposure to the infection. Google and Apple intend to use the received signal strength ( RSSI ) of the beacon messages as a source to infer proximity. RSSI and other signal metadata will also be encrypted to resist deanonymization attacks. To generate encounter identifiers, first a persistent 32-byte private Tracing Key ( t k {\displaystyle tk} )

1080-627: A mostly airborne transmitted virus. The Frequently Asked Questions (FAQ) published document has not been revised since May 2020. Basic support remains provided through the apps store released by authorized public health agencies, including enforcement of the personal privacy protection framework as demonstrated on the UK NHS challenge in support of their contact tracers. In June 2021, Google faced allegations that it had automatically downloaded Massachusetts' "MassNotify" app to Android devices without user consent. Google clarified that it had not actually downloaded

1152-653: A national app is being built upon DP-3T by SAP SE and Deutsche Telekom alongside CISPA , one of the organisations that authored the protocol. As of September 30, 2020, contact tracing apps using DP-3T are available in Austria , Belgium , Croatia , Germany, Ireland , Italy , the Netherlands , Portugal and Switzerland . The DP-3T protocol works off the basis of Ephemeral IDs (EphID), semi-random rotating strings that uniquely identify clients. When two clients encounter each other, they exchange EphIDs and store them locally in

1224-615: A national reporting server for use with the protocol, which it stated would ease adoption and interoperability between states. In August 2020, Google stated that at least 20 U.S. states had expressed interest in using the protocol. In Alabama , the Alabama Department of Public Health , University of Alabama at Birmingham , and the University of Alabama System deployed the "GuideSafe" app for university students returning to campus, which includes Exposure Notification features. On August 5,

1296-475: A random number generator. Devices record received messages, retaining them locally for 14 days. If a user tests positive for infection, the last 14 days of their daily encryption keys can be uploaded to a central server, where it is then broadcast to all devices on the network. The method through which daily encryption keys are transmitted to the central server and broadcast is defined by individual app developers. The Google-developed reference implementation calls for

1368-527: A supervisory authority for data protection, published an opinion analyzing both Exposure Notification and the Decentralized Privacy-Preserving Proximity Tracing protocol, stating that the systems are "aligned with the principles of data protection by design and by default" (as mandated by the GDPR). Exposure Notification is compatible with Android devices supporting Bluetooth Low Energy and running Android 6.0 "Marshmallow" and newer with Google Mobile Services . It

1440-766: A temporary Rolling Proximity Identifier ( R P I i , j {\displaystyle RPI_{i,j}} ) is generated every time the BLE MAC address changes, roughly every 15–20 minutes. The following algorithm is used: R P I i , j = A E S 128 ( R P I K i , 'EN-RPI' | | 0 x 000000000000 | | E N I N j ) {\displaystyle RPI_{i,j}=AES128(RPIK_{i},{\text{'EN-RPI'}}||{\mathtt {0x000000000000}}||ENIN_{j})} , where A E S 128 ( Key, Data ) {\displaystyle AES128({\text{Key, Data}})}

1512-525: A user installs a DP-3T app, they are asked if they want to opt in to sharing data with epidemiologists . If the user consents, when they are confirmed to have been within close contact of an infected patient the respective contact log entry containing the encounter is scheduled to be sent to a central statistics server. In order to prevent malicious third parties from discovering potential infections by detecting these uploads, reports are sent at regular intervals, with indistinguishable dummy reports sent when there

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1584-458: A value indistinguishable from a uniform random value. HKDF-Extract is the output of HMAC with the "salt" as the key and the "IKM" as the message. HKDF-Expand takes the PRK, some "info", and a length, and generates output of the desired length. HKDF-Expand acts as a pseudorandom function keyed on PRK. This means that multiple outputs can be generated from a single IKM value by using different values for

1656-430: A wide scale, and that the proposed countermeasures are, at best, able to mitigate attacks in a limited number of scenarios. Contrarily, centralized systems offer many countermeasures, by accounting and auditing. In the same work Vaudenay advocates that, since neither the centralized nor the decentralized approaches offer sufficient level of privacy protection, different solutions should be explored, in particular suggesting

1728-410: Is a HKDF function using SHA-256, and D i {\displaystyle D_{i}} is the day number for the 24-hour window the broadcast is in starting from Unix Epoch Time. These generated keys are later sent to the central reporting server should a user become infected. From the daily tracing key a 16-byte temporary Rolling Proximity Identifier is generated every 10 minutes with

1800-520: Is a HMAC function using SHA-256, and T I N j {\displaystyle TIN_{j}} is the time interval number , representing a unique index for every 10 minute period in a 24-hour day. The Truncate function returns the first 16 bytes of the HMAC value. When two clients come within proximity of each other they exchange and locally store the current R P I i , j {\displaystyle RPI_{i,j}} as

1872-412: Is a cryptographic hash function such as SHA-256 . S K 0 {\displaystyle SK_{0}} is calculated by a standard secret key algorithm such as Ed25519 . The client will use S K t {\displaystyle SK_{t}} during day t {\displaystyle t} to generate a list of EphIDs. At the beginning of the day, a client generates

1944-667: Is a decentralized architecture. The majority of infection reporting is centralized in individual app implementations. To handle encounter logging, the system uses Bluetooth Low Energy to send tracking messages to nearby devices running the protocol to discover encounters with other people. The tracking messages contain unique identifiers that are encrypted with a secret daily key held by the sending device. These identifiers change every 15–20 minutes as well as Bluetooth MAC address in order to prevent tracking of clients by malicious third parties through observing static identifiers over time. The sender's daily encryption keys are generated using

2016-501: Is a simple key derivation function (KDF) based on the HMAC message authentication code . It was initially proposed by its authors as a building block in various protocols and applications, as well as to discourage the proliferation of multiple KDF mechanisms. The main approach HKDF follows is the "extract-then-expand" paradigm, where the KDF logically consists of two modules: the first stage takes

2088-474: Is an AES cryptography function with a 128-bit key, the data is one 16-byte block, j {\displaystyle j} denotes the Unix Epoch Time at the moment the roll occurs, and E N I N j {\displaystyle ENIN_{j}} is the corresponding 10-minute interval number. Next, additional Associated Encrypted Metadata is encrypted. What the metadata represents

2160-611: Is based on similar principles as the DP-3T protocol, and supports a variant of it since May 2020. Huawei added a similar implementation of DP-3T to its Huawei Mobile Services APIs known as "Contact Shield" in June 2020. The DP-3T SDK and calibration apps intend to support the Apple/Google API as soon as it is released to iOS and Android devices. On the 21 April 2020, the Swiss Federal Office of Public Health announced that

2232-646: Is calculated with the algorithm R P I K i = H K D F ( t e k i , N U L L , 'EN-RPIK' , 16 ) {\displaystyle RPIK_{i}=HKDF(tek_{i},NULL,{\text{'EN-RPIK'}},16)} , and A E M K i {\displaystyle AEMK_{i}} using the algorithm A E M K i = H K D F ( t e k i , N U L L , 'EN-AEMK' , 16 ) {\displaystyle AEMK_{i}=HKDF(tek_{i},NULL,{\text{'EN-AEMK'}},16)} . From these values

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2304-503: Is generated by a client. From this a 16 byte Daily Tracing Key is derived using the algorithm d t k i = H K D F ( t k , N U L L , 'CT-DTK' | | D i , 16 ) {\displaystyle dtk_{i}=HKDF(tk,NULL,{\text{'CT-DTK'}}||D_{i},16)} , where H K D F ( Key, Salt, Data, OutputLength ) {\displaystyle HKDF({\text{Key, Salt, Data, OutputLength}})}

2376-546: Is no data to transmit. To facilitate compatibility between DP-3T apps administered by separate health authorities, apps maintain a local list of the regions a user has visited. Regions are large areas directly corresponding to health authority jurisdiction; the exact location is not recorded. The app will later connect these regions to their respective foreign central reporting server, and fetch reports from these servers in addition to its normal home reporting server. Apps will also submit reports to these foreign reporting servers if

2448-650: Is not specified, likely to allow the later expansion of the protocol. The following algorithm is used: Associated Encrypted Metadata i , j = A E S 128 _ C T R ( A E M K i , R P I i , j , Metadata ) {\displaystyle {\text{Associated Encrypted Metadata}}_{i,j}=AES128\_CTR(AEMK_{i},RPI_{i,j},{\text{Metadata}})} , where A E S 128 _ C T R ( Key, IV, Data ) {\displaystyle AES128\_CTR({\text{Key, IV, Data}})} denotes AES encryption with

2520-442: Is serviced via updates to Google Play Services , ensuring compatibility with the majority of Android devices released outside of Mainland China, and not requiring it to be integrated into Android firmware updates (which would hinder deployment by relying on individual OEMs ). It is not compatible with devices that do not have GMS, such as Huawei devices released since May 2019. On iOS, EN is serviced via operating system updates. It

2592-463: Is the composition of two functions, HKDF-Extract and HKDF-Expand: HKDF(salt, IKM, info, length) = HKDF-Expand(HKDF-Extract(salt, IKM), info, length) HKDF-Extract takes "input key material" (IKM) such as a shared secret generated using Diffie-Hellman, and an optional salt , and generates a cryptographic key called the PRK ("pseudorandom key"). This acts as a "randomness extractor", taking a potentially non-uniform value of high min-entropy and generating

2664-418: Is then processed to generate the required functionality. On Android, this data is used to generate an app, and a configuration profile that can also be deployed to users via Google Play Services without a dedicated app. On iOS, the functionality is integrated directly at the system level on iOS 13.7 and newer without a dedicated app. The last information update on the “Exposure Notification Systems” partnership

2736-609: The Norwegian Institute of Public Health announced that it would lead development of an Exposure Notification-based app for the country, which replaces a centralized app that had ceased operations in June 2020 after the Norwegian Data Protection Authority ruled that it violated privacy laws. In Nov 2020, Bermuda launched the Wehealth Bermuda app developed by Wehealth, a Public Benefit Corporation, which

2808-870: The Virginia Department of Health released its "COVIDWise" app — making it the first U.S. state to release an Exposure Notification-based app for the general public. North Dakota and Wyoming released an EN app known as "Care19 Alert", developed by ProudCrowd and using the APHL server (the app is a spin-off from an existing location logging application it had developed, based on one it had developed primarily for use by students travelling to attend college football away games). Maryland, Nevada, Virginia, and Washington, D.C. have announced plans to use EN Express. In September, Delaware, New Jersey, New York, and Pennsylvania all adopted "COVID Alert" apps developed by NearForm, which are based on its COVID Tracker Ireland app. Later that month,

2880-666: The private data they collect. Vaudenay's work presents several attacks against DP-3T and similar systems. In response, the DP-3T group claim that out of twelve risks Vaudenay presents, eight are also present in centralized systems, three do not work, and one, which involves physical access to the phone, works but can be mitigated. In a subsequent work Vaudenay reviews attacks against both centralized and decentralized tracing systems and referring to identification attacks of diagnosed people concludes that: By comparing centralized and decentralized architectures, we observe that attacks against decentralized systems are undetectable, can be done at

2952-595: The time is discretized in 10 minute intervals starting from Unix Epoch Time. From this two 128-bit keys are calculated, the Rolling Proximity Identifier Key ( R P I K i {\displaystyle RPIK_{i}} ) and the Associated Encrypted Metadata Key ( A E M K i {\displaystyle AEMK_{i}} ). R P I K i {\displaystyle RPIK_{i}}

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3024-501: The ConTra Corona, Epione and Pronto-C2 systems as a "third way". Tang surveys the major digital contact tracing systems and shows that DP-3T is subject to what he calls "targeted identification attacks". Theoretical attacks on DP-3T have been simulated showing that persistent tracking of users of the first version of the DP-3T system who have voluntarily uploaded their identifiers can be made easy to any 3rd party who can install

3096-494: The Exposure Notification Interface. Other protocols are constrained in operation because they are not privileged over normal apps . This leads to issues, particularly on iOS devices where digital contact tracing apps running in the background experience significantly degraded performance. The joint approach is also designed to maintain interoperability between Android and iOS devices, which constitute nearly all of

3168-515: The Swiss national coronavirus contact tracing app will be based on DP-3T. On the 22 April 2020, the Austrian Red Cross , leading on the national digital contact tracing app, announced its migration to the approach of DP-3T. Estonia also confirmed that their app would be based on DP-3T. On April 28, 2020, it was announced that Finland was piloting a version of DP-3T called "Ketju". In Germany ,

3240-538: The United States, states such as California and Massachusetts declined to use the technology, opting for manual contact tracing. California later reversed course and adopted the system in December 2020. Chinese vendor Huawei (which cannot include Google software on its current Android products due to U.S. sanctions) added a OS-level DP-3T API known as "Contact Shield" to its Huawei Mobile Services stack in June 2020, which

3312-440: The algorithm R P I i , j = Truncate ( H M A C ( d t k i , 'CT-RPI' | | T I N j ) , 16 ) {\displaystyle RPI_{i,j}={\text{Truncate}}(HMAC(dtk_{i},{\text{'CT-RPI'}}||TIN_{j}),16)} , where H M A C ( Key, Data ) {\displaystyle HMAC({\text{Key, Data}})}

3384-424: The algorithm in a companion paper in 2010. NIST SP800-56Cr2 specifies a parameterizable extract-then-expand scheme, noting that RFC 5869 HKDF is a version of it and citing its paper for the rationale for the recommendations' extract-and-expand mechanisms. There are implementations of HKDF for C# , Go , Java , JavaScript , Perl , PHP , Python , Ruby , Rust , and other programming languages . HKDF

3456-450: The app presents a notification to the user warning them of potential infection. Unlike version 1.0 of the protocol, version 1.1 does not use a persistent tracing key , rather every day a new random 16-byte Temporary Exposure Key ( t e k i {\displaystyle tek_{i}} ) is generated. This is analogous to the daily tracing key from version 1.0. Here i {\displaystyle i} denotes

3528-595: The app to user devices, and that Google Play Services was being used to deploy an EN Express configuration profile that would allow it to be enabled via the Google Settings app without needing to download a separate app. As of May 21, at least 22 countries had received access to the protocol. Switzerland and Austria were among the first to back the protocol. On April 26, after initially backing PEPP-PT , Germany announced it would back Exposure Notification, followed shortly after by Ireland and Italy. Despite already adopting

3600-587: The app, leading some critics to dismiss it as a failure. In May 2020, Covid Watch launched the first calibration and beta testing pilot of the GAEN APIs in the United States at the University of Arizona. In Aug 2020, the app launched publicly for a phased roll-out in the state of Arizona. The U.S. Association of Public Health Laboratories (APHL) stated in July 2020 that it was working with Apple, Google, and Microsoft on

3672-522: The background, which would allow the government to create its own system independent of Exposure Notification. On August 9, the Canadian province of Alberta announced plans to migrate to the EN-based COVID Alert from its BlueTrace-based ABTraceTogether app. This did not occur, and on November 6 Premier of Alberta Jason Kenney announced that the province would not do so, arguing that ABTraceTogether

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3744-467: The central reporting server cannot by itself ascertain the identity or contact log of any client in the network. This is in contrast to competing protocols like PEPP-PT, where the central reporting server receives and processes client contact logs. Similar to the TCN Protocol and its Temporary Contact Numbers, the DP-3T protocol makes use of 16 byte Ephemeral IDs (EphID) to uniquely identify devices in

3816-506: The centralised BlueTrace protocol, Australia's Department of Health and Digital Transformation Agency were investigating whether the protocol could be implemented to overcome limitations of its COVIDSafe app. On May 25, Switzerland became the first country to launch an app leveraging the protocol, SwissCovid , beginning with a small pilot group. In England, the National Health Service (NHS) trialed both an in-house app on

3888-699: The centralized version of the app, an issue which was later rectified. Later, it was stated that the app would be supplemented by QR codes at venues. A study of the impact of Exposure Notification in England and Wales estimated that it averted 8,700 (95% confidence interval 4,700–13,500) deaths out of the 32,500 recorded from its introduction on 24 September 2020 to 31 December 2020. Canada launched its COVID Alert app, co-developed in partnership with BlackBerry Limited and Shopify , on July 31 in Ontario. As of February 2022, only around 57,000 positive cases had been reported via

3960-419: The client to upload the report. The health authority additionally instructs the patient on which day their report should begin (denoted as t {\displaystyle t} ). The client then uploads the pair S K t {\displaystyle SK_{t}} and t {\displaystyle t} to the central reporting server, which other clients in the network download at

4032-701: The company states is intended to be interoperable with Exposure Notification. Decentralized Privacy-Preserving Proximity Tracing Decentralized Privacy-Preserving Proximity Tracing ( DP-3T , stylized as dp t ) is an open protocol developed in response to the COVID-19 pandemic to facilitate digital contact tracing of infected participants. The protocol, like competing protocol Pan-European Privacy-Preserving Proximity Tracing (PEPP-PT), uses Bluetooth Low Energy to track and log encounters with other users. The protocols differ in their reporting mechanism, with PEPP-PT requiring clients to upload contact logs to

4104-456: The day. The DP-3T protocol is made up of two separate responsibilities, tracking and logging close range encounters with other users (device handshake), and the reporting of those encounters such that other clients can determine if they have been in contact with an infected patient (infection reporting). Like most digital contact tracing protocols, the device handshake uses Bluetooth Low Energy to find and exchange details with local clients, and

4176-441: The encounter identifier. Once a registered health authority has confirmed the infection of a user, the user's Daily Tracing Key for the past 14 days is uploaded to the central reporting server. Clients then download this report and individually recalculate every Rolling Proximity Identifier used in the report period, matching it against the user's local encounter log. If a matching entry is found, then contact has been established and

4248-404: The infection reporting stage uses HTTPS to upload a report to a central reporting server. Additionally, like other decentralized reporting protocols , the central reporting server never has access to any client's contact logs; rather the report is structured such that clients can individually derive contact from the report. In order to find and communicate with clients in proximity of a device,

4320-538: The input keying material and "extracts" from it a fixed-length pseudorandom key, and then the second stage "expands" this key into several additional pseudorandom keys (the output of the KDF). It can be used, for example, to convert shared secrets exchanged via Diffie–Hellman into key material suitable for use in encryption, integrity checking or authentication. It is formally described in RFC 5869. One of its authors also described

4392-506: The market. The ACLU stated the approach "appears to mitigate the worst privacy and centralization risks, but there is still room for improvement". In late April, Google and Apple shifted the emphasis of the naming of the system, describing it as an "exposure notification service", rather than "contact tracing" system. Digital contact tracing protocols typically have two major responsibilities: encounter logging and infection reporting. Exposure Notification only involves encounter logging which

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4464-456: The past 14 days are uploaded to the central reporting server. Clients then download this report and individually recalculate every Rolling Proximity Identifier starting from interval number i {\displaystyle i} , matching it against the user's local encounter log. If a matching entry is found, then contact has been established and the app presents a notification to the user warning them of potential infection. Version 1.2 of

4536-431: The protocol is identical to version 1.1, only introducing minor terminology changes. Preservation of privacy was referred to as a major component of the protocol; it is designed so that no personally identifiable information can be obtained about the user or their device. Apps implementing Exposure Notification are only allowed to collect personal information from users on a voluntary basis. Consent must be obtained by

4608-468: The protocol makes use of both the server and client modes of Bluetooth LE, switching between the two frequently. In server mode the device advertises its EphID to be read by clients, with clients scanning for servers. When a client and server meet, the client reads the EphID and subsequently writes its own EphID to the server. The two devices then store the encounter in their respective contact logs in addition to

4680-498: The proximity of a client. These EphIDs are logged locally on a receiving client's device and are never transmitted to third parties. To generate an EphID, first a client generates a secret key that rotates daily ( S K t {\displaystyle SK_{t}} ) by computing S K t = H ( S K t − 1 ) {\displaystyle SK_{t}=H(SK_{t-1})} , where H ( ) {\displaystyle H()}

4752-399: The secret day key S K t {\displaystyle SK_{t}} , each device computes S _ E p h I D ( B K ) = P R G ( P R F ( S K t , B K ) ) {\displaystyle S\_EphID(BK)=PRG(PRF(SK_{t},BK))} , where B K {\displaystyle BK} is

4824-399: The user tests positive for infection. Cryptography and security scholar Serge Vaudenay , analyzing the security of DP-3T argued that: some privacy protection measurements by DP3T may have the opposite affect [ sic ] of what they were intended to. Specifically, sick and reported people may be deanonymized, private encounters may be revealed, and people may be coerced to reveal

4896-615: The user to enable the system or publicize a positive result through the system, and apps using the system are prohibited from collecting location data. As an additional measure, the companies stated that it would sunset the protocol by-region once they determine that it is "no longer needed". The Electronic Frontier Foundation showed concerns the protocol was vulnerable to "linkage attacks", where sufficiently capable third parties who had recorded beacon traffic may retroactively be able to turn this information into tracking information, for only areas in which they had already recorded beacons, for

4968-456: Was "from our view, simply a better and more effective public health tool", and that they would be required to phase out ABTraceTogether if they did switch. British Columbia has also declined to adopt COVID Alert, with provincial health officer Bonnie Henry stating that COVID Alert was too "non-specific". Australia's officials have stated its COVIDSafe , which is based on Singapore's BlueTrace , will not be shifting from manual intervention. In

5040-468: Was a year end review issued by Google in December 2020: "we plan to keep you updated here with new information again next year". Nothing has however been issued on the one year anniversary of the launch of the “Exposure Notification Interface” API in spite of important changes on the pandemic front such as vaccination, variants , digital health passports, app adoption challenges as well as growing interest for tracking QR codes (and notifying from that basis) on

5112-565: Was based on the Covid Watch app released in Arizona. August 19, 2020 (released) November 9, 2020 (statewide) Some countries, such as France, have pursued centralized approaches to digital contact tracing, in order to maintain records of personal information that can be used to assist in investigating cases. The French government asked Apple in April 2020 to allow apps to perform Bluetooth operations in

5184-467: Was first introduced as part of iOS 13.5 on May 20, 2020. In December 2020, Apple released iOS 12.5, which backported EN support to iPhone models that cannot be upgraded to iOS 13, including iPhone 6 and older. Exposure Notification apps may only be released by public health authorities. To discourage fragmentation, each country will typically be restricted to one app, although Apple and Google stated that they would accommodate regionalized approaches if

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