Systems and methods for biometric authentication via face covering
Methods and systems are described for improvements to authentication processes. For example, conventional systems may rely on password authentication or contact-based alternative authentication techniques that are impractical or infeasible in sensitive medical environments, during pandemics, or fail meet the health and safety needs of an increasingly health-conscious public. In contrast, the described solutions provide an improvement over conventional authentication systems and methods by enabling user authentication via contactless physiological biometric authentication processes, behavioral authentication processes, and passive data authentication processes, that do not require a user to remove personal protective equipment.
1. A user device for biometric authentication, the user device comprising:
one or more processors programmed with instructions that, when executed by the one or more processors, cause operations comprising:
storing a biometric signature of a user, the biometric signature corresponding to a facial pattern of the user;
in response to an authentication request:
receiving, via a first camera at a face mask, a lower-face image of the user while is the user is wearing the face mask, the lower-face image being an image representing detected user-related characteristics behind the face mask; and
receiving, via a second camera at the user device, a face image of the user;
generating biometric data associated with the user using (i) the lower-face image received via the first camera at the face mask and (ii) the face image received via the second camera at the user device;
performing authentication of the user using the biometric data and the stored biometric signature of the user to determine whether to authenticate the user; and
in response to determining to authenticate the user, generating a confirmation of a successful authentication of the user for presentation on a user interface.
2. A computer-implemented method for biometric authentication comprising:
storing a biometric signature of a user;
in response to an authentication request:
receiving, via a first sensor at a face covering, first sensor data related to the user while the user is wearing the face covering, the first sensor data representing one or more detected user-related characteristics behind the face covering, the first sensor data comprising a first image; and
receiving, via a second sensor at a user device, second sensor data of the user, the second sensor data comprising a second image;
creating a composite image from (i) the first image of the first sensor data and (ii) the second image of the second sensor data;
generating biometric data associated with the user based on the composite image;
performing authentication of the user based on the biometric data and the biometric signature of the user; and
generating a confirmation of a successful authentication of the user based on the authentication of the user.
3. The computer-implemented method of claim 2 , further comprising:
determining a proximity of a communication component located on the face covering to the user device;
comparing the proximity to known proximity data associated with the user, wherein the known proximity data is an average distance between the user device and the face covering determined based on past authentications; and
determining to authenticate the user based on the comparison between the proximity and the known proximity data.
4. The computer-implemented method of claim 2 , further comprising:
determining geospatial data associated with the authentication request;
retrieving historical geospatial data from a user profile associated with the user, wherein the historical geospatial data indicates an angle pattern in which the second sensor data is typically received by the second sensor at the user device;
comparing the geospatial data to the historical geospatial data; and
determining to authenticate the user based on the comparison between the geospatial data and the historical geospatial data.
5. The computer-implemented method of claim 2 , wherein:
generating the biometric data comprises conducting facial recognition techniques on the composite image to generate the biometric data; and
performing the authentication of the user comprises determining that the biometric data is within a predetermined match threshold of the biometric signature of the user.
6. The computer-implemented method of claim 2 , further comprising:
determining a detachable cover ID associated with a detachable cover, wherein the detachable cover is attached to the face covering and houses the first sensor and a communication component;
determining a user device ID associated with the user device; and
storing the detachable cover ID and the user device ID with a user profile in a database.
7. The computer-implemented method of claim 6 , further comprising:
receiving an indication that the detachable cover was secured to the face covering when the authentication request was received, wherein the indication was received along with the authentication request from the user device; and
generating the biometric data in response to receiving the indication that the detachable cover was secured to the face covering.
8. The computer-implemented method of claim 2 , wherein:
generating the biometric data comprises conducting audio analysis on voice data received from the first sensor to generate the biometric data; and
performing the authentication of the user comprises:
retrieving historical biometric data associated with previously received voice data; and
determining, based on a comparison between the biometric data and the historical biometric data, whether the biometric data matches the historical biometric data within a predetermined threshold.
9. One or more non-transitory computer readable media storing instructions that, when executed by one or more processors, cause operations comprising:
storing a biometric signature of a user;
in response to an authentication request:
receiving, via a first device at a face covering, first data related to the user while the user is wearing the face covering; and
receiving, via a second device at a user device, second data related to the user;
generating biometric data associated with the user based on (i) the first data received via the first device at the face covering and (ii) the second data received via the second device at the user device;
determining a proximity of a communication component located on the face covering to the user device;
performing authentication of the user based on the biometric data, the biometric signature of the user, and a comparison between the proximity and known proximity data associated with the user, wherein the known proximity data is an average distance between the user device and the face covering determined based on past authentications; and
generating a confirmation of a successful authentication of the user based on the authentication of the user.
10. The one or more non-transitory computer readable media of claim 9 , further comprising:
determining geospatial data associated with the authentication request;
retrieving historical geospatial data from a user profile associated with the user, wherein the historical geospatial data indicates an angle pattern in which the second data is typically received by a second sensor at the user device;
comparing the geospatial data to the historical geospatial data; and
determining to authenticate the user based on the comparison between the geospatial data and the historical geospatial data.
11. The one or more non-transitory computer readable media of claim 9 , further comprising:
receiving a first image, wherein the first data includes the first image;
receiving a second image, wherein the second data includes the second image; and
combining the first image and the second image to create a composite image.
12. The one or more non-transitory computer readable media of claim 11 , wherein:
generating the biometric data comprises conducting facial recognition techniques on the composite image to generate the biometric data; and
performing the authentication of the user comprises determining that the biometric data is within a predetermined match threshold of the biometric signature of the user.
13. The one or more non-transitory computer readable media of claim 9 , further comprising:
determining a detachable cover ID associated with a detachable cover, wherein the detachable cover is attached to the face covering and houses a first sensor and the communication component;
determining a user device ID associated with the user device; and
storing the detachable cover ID and the user device ID with a user profile in a database.
14. The one or more non-transitory computer readable media of claim 13 , further comprising:
receiving an indication that the detachable cover was secured to the face covering when the authentication request was received, wherein the indication was received along with the authentication request from the user device; and
generating the biometric data in response to receiving the indication that the detachable cover was secured to the face covering.
15. The one or more non-transitory computer readable media of claim 9 , wherein:
generating the biometric data comprises conducting an audio analysis on voice data received from the first device to generate the biometric data; and
performing the authentication of the user comprises:
retrieving the biometric signature associated with previously received voice data; and
determining, based on a comparison between the biometric data and the biometric signature, whether the biometric data matches the biometric signature within a predetermined threshold.
16. One or more non-transitory computer readable media storing instructions that, when executed by one or more processors, cause operations comprising:
storing a biometric signature of a user,
in response to an authentication request:
receiving, via a first device at a face covering, first data related to the user while the user is wearing the face covering; and
receiving, via a second device at a user device, second data related to the user;
generating biometric data associated with the user based on (i) the first data received via the first device at the face covering and (ii) the second data received via the second device at the user device;
performing authentication of the user based on the biometric data, the biometric signature of the user, and a comparison between geospatial data associated with the authentication request and historical geospatial data from a user profile associated with the user, wherein the historical geospatial data indicates an angle pattern in which the second data is typically received by the second device at the user device; and
generating a confirmation of a successful authentication of the user based on the authentication of the user.
17. The one or more non-transitory computer readable media of claim 16 , the operations further comprising:
creating a composite image based on the first data and the second data,
wherein generating the biometric data comprises generating the biometric data based on the composite image.
18. One or more non-transitory computer readable media storing instructions that, when executed by one or more processors, cause operations comprising:
storing a biometric signature of a user,
in response to an authentication request:
receiving, via a first device at a face covering, first data related to the user while the user is wearing the face covering; and
receiving, via a second device at a user device, second data related to the user;
generating biometric data associated with the user based on (i) the first data received via the first device at the face covering and (ii) the second data received via the second device at the user device;
performing authentication of the user based on the biometric data and the biometric signature of the user to determine whether to authenticate the user;
in response to determining to authenticate the user, generating a confirmation of a successful authentication of the user;
determining a detachable cover ID associated with a detachable cover, wherein the detachable cover is attached to the face covering and houses a first sensor and a communication component;
determining a user device ID associated with the user device; and
storing the detachable cover ID and the user device ID with a user profile in a database.
19. The one or more non-transitory computer readable media of claim 18 , the operations further comprising:
receiving an indication that the detachable cover was secured to the face covering when the authentication request was received, wherein the indication was received along with the authentication request from the user device; and
generating the biometric data in response to receiving the indication that the detachable cover was secured to the face covering.
20. The one or more non-transitory computer readable media of claim 18 , the operations further comprising:
creating a composite image based on the first data and the second data,
wherein generating the biometric data comprises generating the biometric data based on the composite image.