About: Private biometrics

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Private biometrics is a form of encrypted biometrics, also called privacy-preserving biometric authentication methods, in which the biometric payload is a one-way, homomorphically encrypted feature vector that is 0.05% the size of the original biometric template and can be searched with full accuracy, speed and privacy. The feature vector's homomorphic encryption allows search and match to be conducted in polynomial time on an encrypted dataset and the search result is returned as an encrypted match. One or more computing devices may use an encrypted feature vector to verify an individual person (1:1 verify) or identify an individual in a datastore (1:many identify) without storing, sending or receiving plaintext biometric data within or between computing devices or any other entity. The p

Attributes	Values
rdfs:label	Biometric Template Protection (de) Private biometrics (en)
rdfs:comment	Biometric Template Protection bezeichnet eine Klasse von Verfahren zum Schutz der Merkmalsdaten bei der biometrischen Personenerkennung. Anders als bei herkömmlichen biometrischen Erkennungsverfahren werden bei Biometric Template Protection die in der Einlernphase (Enrolment) ermittelten biometrischen Merkmalsdaten (Templates) nicht als Referenzdaten gespeichert. Stattdessen werden aus den Merkmalen geschützte Referenzdaten (Protected Templates) generiert und gespeichert. Diese lassen keine Rekonstruktion der Merkmale zu, ermöglichen aber trotzdem die Überprüfung, ob ein zur Authentifizierung erfasstes biometrisches Merkmal (Vergleichsmerkmal) ähnlich genug zum eingelernten Merkmal ist. (de) Private biometrics is a form of encrypted biometrics, also called privacy-preserving biometric authentication methods, in which the biometric payload is a one-way, homomorphically encrypted feature vector that is 0.05% the size of the original biometric template and can be searched with full accuracy, speed and privacy. The feature vector's homomorphic encryption allows search and match to be conducted in polynomial time on an encrypted dataset and the search result is returned as an encrypted match. One or more computing devices may use an encrypted feature vector to verify an individual person (1:1 verify) or identify an individual in a datastore (1:many identify) without storing, sending or receiving plaintext biometric data within or between computing devices or any other entity. The p (en)
dcterms:subject	Information privacy Biometrics
Wikipage page ID	14971322 (xsd:integer)
Wikipage revision ID	1108231269 (xsd:integer)
Link from a Wikipage to another Wikipage	Privacy Encryption Neural network MD5 Biometrics Application layer Homomorphic Human rights Payload Information privacy law Information security Cryptographic Matrix norm SHA-512 Error correction code Plaintext Encrypted MySQL Convolutional neural network Cryptosystem Linear equation Linear search Machine learning Cloud computing Computational complexity theory Embedded software Identity management Key (cryptography) Key management Person Information privacy Time complexity Data anonymization Euclidean Distance Feature vector Face recognition Floating-point arithmetic Passwords History of cryptography Trusted Computer System Evaluation Criteria API Biometrics Black box Homomorphic encryption Tokenization (data security) Ciphertext Polynomial time Datastore Operating system Multiple Independent Levels of Security Security Euclidean distance IPsec Implicit authentication Tamper resistance Personal data Neural networks Authenticated Reverse-engineered Biometric Cryptographic hash
Link from a Wikipage to an external page	http://conradsanderson.id.au/lfwcrop/ https://www.webopedia.com/TERM/E/equal_error_rate.html https://standards.ieee.org/develop/wg/BOP.html http://www.technovelgy.com/ct/Technology-Article.asp%3FArtNum=82 https://fidoalliance.org/ http://www.scholarpedia.org/article/Cancelable_biometrics
sameAs	Private biometrics Private biometrics Private biometrics Private biometrics Private biometrics
dbp:wikiPageUsesTemplate	dbt:Anchor dbt:Reflist
has abstract	Biometric Template Protection bezeichnet eine Klasse von Verfahren zum Schutz der Merkmalsdaten bei der biometrischen Personenerkennung. Anders als bei herkömmlichen biometrischen Erkennungsverfahren werden bei Biometric Template Protection die in der Einlernphase (Enrolment) ermittelten biometrischen Merkmalsdaten (Templates) nicht als Referenzdaten gespeichert. Stattdessen werden aus den Merkmalen geschützte Referenzdaten (Protected Templates) generiert und gespeichert. Diese lassen keine Rekonstruktion der Merkmale zu, ermöglichen aber trotzdem die Überprüfung, ob ein zur Authentifizierung erfasstes biometrisches Merkmal (Vergleichsmerkmal) ähnlich genug zum eingelernten Merkmal ist. (de) Private biometrics is a form of encrypted biometrics, also called privacy-preserving biometric authentication methods, in which the biometric payload is a one-way, homomorphically encrypted feature vector that is 0.05% the size of the original biometric template and can be searched with full accuracy, speed and privacy. The feature vector's homomorphic encryption allows search and match to be conducted in polynomial time on an encrypted dataset and the search result is returned as an encrypted match. One or more computing devices may use an encrypted feature vector to verify an individual person (1:1 verify) or identify an individual in a datastore (1:many identify) without storing, sending or receiving plaintext biometric data within or between computing devices or any other entity. The purpose of private biometrics is to allow a person to be identified or authenticated while guaranteeing individual privacy and fundamental human rights by only operating on biometric data in the encrypted space. Some private biometrics including fingerprint authentication methods, face authentication methods, and identity-matching algorithms according to bodily features. Private biometrics are constantly evolving based on the changing nature of privacy needs, identity theft, and biotechnology. (en)
prov:wasDerivedFrom	wikipedia-en:Private_biometrics?oldid=1108231269&ns=0
page length (characters) of wiki page	41503 (xsd:nonNegativeInteger)
foaf:isPrimaryTopicOf	wikipedia-en:Private_biometrics
is Link from a Wikipage to another Wikipage of	Private Biometrics Private Identity Biometrics European Association for Biometrics Soft biometrics Biometric passport Homomorphic encryption BioCryptics Biometric Encryption Biometric encryption
is Wikipage redirect of	Private Biometrics Private Identity BioCryptics

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