Cryptographic key generation from biometric data
Techniques are described for cryptographic key generation based on biometric data associated with a user. Biometric data, such as fingerprint(s) and/or heartbeat data, may be collected using one or more sensors in proximity to the user. The biometric data may be analyzed to generate a cryptographic key. In some implementations, the key may be employed by the user to access data, access certain (e.g., secure) feature(s) of an application, authenticate the user, digitally sign document(s), and/or for other purpose(s). In some implementations, the key may be re-generated for each access request or authentication instance, based on the user's fingerprint or other biometric data.
1. A computer-implemented method performed by at least one processor device, the method comprising:
receiving, by the at least one processor device, biometric data collected by at least one sensor device in proximity to a user, the biometric data describing at least one physiological characteristic of the user;
determining, by the at least one processor device, a plurality of values based on the biometric data, each value of the plurality of values determined based on a respective portion of the biometric data, wherein determining each value of the plurality of values based on the biometric data comprises determining an initial value based on an analysis of the respective portion of the biometric data, and randomly varying the initial valve within a calibrated tolerance range to generate each value of the plurality of values;
providing, by the at least one processor device, a cryptographic key based at least partly on a combination of the determined plurality of values to ensure the cryptographic key is generated in real time with respect to the collection of the biometric data;
generating, by the at least one processor device, a passport that includes a public key corresponding to the provided cryptographic key; and
providing, by the at least one processor device, the passport for use in accessing data stored on at least one blockchain based upon the provided cryptographic key.
2. The method of claim 1 , wherein:
the biometric data includes at least one fingerprint; and
the plurality of values are determined based on different portions of the fingerprint.
3. The method of claim 2 , wherein each value indicates a density of traces in a corresponding portion of the fingerprint.
4. The method of claim 2 , wherein each value indicates an arrangement of traces in a corresponding portion of the fingerprint.
5. The method of claim 1 , wherein:
the biometric data includes at least one heartbeat waveform; and
the plurality of values are determined based on different portions of the heartbeat waveform.
6. The method of claim 1 , wherein generating the cryptographic key includes:
accessing seed data including a seed; and
hashing the combination of the plurality of values, based on the seed, to generate the cryptographic key.
7. The method of claim 6 , wherein the seed data comprises the tolerance range, a size of the respective portion of the biometric data, a location of the respective portion of the biometric data, and a number of portions of the biometric data.
8. The method of claim 1 , further comprising:
providing, by the at least one processor device, the cryptographic key for use in signing a digital document.
9. The method of claim 1 , comprising employing, by the at least one processor device, the cryptographic key to perform at least one action associated with the user.
10. A system, comprising:
at least one processor device; and
a memory communicatively coupled to the at least one processor device, the memory storing instructions which, when executed by the at least one processor device, cause the at least one processor device to perform operations comprising:
receiving biometric data collected by at least one sensor device in proximity to a user, the biometric data describing at least one physiological characteristic of the user;
determining a plurality of values based on the biometric data, each value of the plurality of values determined based on a respective portion of the biometric data, wherein determining each value of the plurality of values based on the biometric data comprises determining an initial value based on an analysis of the respective portion of the biometric data, and randomly varying the initial valve within a calibrated tolerance range to generate each value of the plurality of values;
providing a cryptographic key based at least partly on a combination of the determined plurality of values to ensure the cryptographic key is generated in real time with respect to the collection of the biometric data;
generating a passport that includes a public key corresponding to the provided cryptographic key; and
providing the passport for use in accessing data stored on at least one blockchain based upon the provided cryptographic key.
11. The system of claim 10 , wherein:
the biometric data includes at least one fingerprint; and
the plurality of values are determined based on different portions of the fingerprint.
12. The system of claim 11 , wherein each value indicates a density of traces in a corresponding portion of the fingerprint.
13. The system of claim 11 , wherein each value indicates an arrangement of traces in a corresponding portion of the fingerprint.
14. The system of claim 10 , wherein:
the biometric data includes at least one heartbeat waveform; and
the plurality of values are determined based on different portions of the heartbeat waveform.
15. The system of claim 10 , wherein generating the cryptographic key includes:
accessing seed data including a seed; and
hashing the combination of the plurality of values, based on the seed, to generate the cryptographic key.
16. One or more non-transitory computer-readable storage media storing instructions which, when executed by at least one processor device, cause the at least one processor device to perform operations comprising:
receiving biometric data collected by at least one sensor device in proximity to a user, the biometric data describing at least one physiological characteristic of the user;
determining a plurality of values based on the biometric data, each value of the plurality of values determined based on a respective portion of the biometric data wherein determining each value of the plurality of values based on the biometric data comprises determining an initial value based on an analysis of the respective portion of the biometric data, and randomly varying the initial valve within a calibrated tolerance range to generate each value of the plurality of values;
providing a cryptographic key based at least partly on a combination of the determined plurality of values to ensure the cryptographic key is generated in real time with respect to the collection of the biometric data;
generating a passport that includes a public key corresponding to the provided cryptographic key; and
providing the passport for use in accessing data stored on at least one blockchain based upon the provided cryptographic key.
17. The one or more non-transitory computer-readable storage media of claim 16 , wherein:
the biometric data includes at least one fingerprint; and
the plurality of values are determined based on different portions of the fingerprint.
18. The one or more non-transitory computer-readable storage media of claim 17 , wherein each value indicates a density of traces in a corresponding portion of the fingerprint.
19. The one or more non-transitory computer-readable storage media of claim 17 , wherein each value indicates an arrangement of traces in a corresponding portion of the fingerprint.
20. The one or more non-transitory computer-readable storage media of claim 16 , further comprising employing the cryptographic key to perform at least one action associated with the user.