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A probabilistic analysis of the biometrics menagerie existence: case study in fingerprint data

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Previous issue date: 2016-02-18 / At? pouco tempo atr?s o uso de biometria se restringia a ambientes de alta seguran?a
e aplica??es de identifica??o criminal por raz?es de natureza econ?mica e tecnol?gica.
Contudo, nos ?ltimos anos a autentica??o biom?trica come?ou a fazer parte do dia a
dia das pessoas. Desde ent?o, alguns problemas de autentica??o entraram em evid?ncia,
como a impossibilidade de votar numa elei??o porque o indiv?duo n?o tinha sua impress?o
digital reconhecida. Isso acontece, pois os usu?rios de um sistema biom?trico podem ter
diferentes graus de acur?cia, principalmente em sistemas de utiliza??o em larga escala.
Alguns desses usu?rios podem ter dificuldade na autentica??o, enquanto outros podem ser,
particularmente, vulner?veis ? imita??o. Estudos recentes investigaram e identificaram
esses tipos de usu?rios, dando-lhes nomes de animais: Sheep, Goats, Lambs, Wolves,
Doves, Chameleons, Worms e Phantoms. O objetivo desse trabalho ? avaliar a exist?ncia
desses tipos de usu?rios em uma base de dados de impress?es digitais e propor uma nova
forma de investig?-los, baseando-se no desempenho das verifica??es entre amostras. Nossos
resultados identificaram a presen?a de goats, lambs, wolves, chameleons e phantoms, al?m
de demonstrar a aus?ncia de worms e doves, em um sistema biom?trico proposto. / Until recently the use of biometrics was restricted to high-security environments and criminal identification applications, for economic and technological reasons. However, in recent years, biometric authentication has become part of daily lives of people. The large scale use of biometrics has shown that users within the system may have different degrees of accuracy. Some people may have trouble authenticating, while others may be particularly vulnerable to imitation. Recent studies have investigated and identified these types of users, giving them the names of animals: Sheep, Goats, Lambs, Wolves, Doves, Chameleons, Worms and Phantoms. The aim of this study is to evaluate the existence of these users types in a database of fingerprints and propose a new way of investigating them, based on the performance of verification between subjects samples. Once introduced some basic concepts in biometrics and fingerprint, we present the biometric menagerie and how to evaluate them.

Identiferoai:union.ndltd.org:IBICT/oai:repositorio.ufrn.br:123456789/21032
Date18 February 2016
CreatorsAra?jo, Rayron Victor Medeiros de
Contributors04574986417, http://lattes.cnpq.br/2234040548103596, Carvalho, Bruno Motta de, 79228860472, http://lattes.cnpq.br/0330924133337698, Ara?jo, Daniel Sabino Amorim de, 04634747405, http://lattes.cnpq.br/4744754780165354, Cavalcanti, George Darmiton da Cunha, 93568347415, http://lattes.cnpq.br/8577312109146354, Abreu, Marjory Cristiany da Costa
PublisherUniversidade Federal do Rio Grande do Norte, PROGRAMA DE P?S-GRADUA??O EM SISTEMAS E COMPUTA??O, UFRN, Brasil
Source SetsIBICT Brazilian ETDs
LanguagePortuguese
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/publishedVersion, info:eu-repo/semantics/masterThesis
Sourcereponame:Repositório Institucional da UFRN, instname:Universidade Federal do Rio Grande do Norte, instacron:UFRN
Rightsinfo:eu-repo/semantics/openAccess

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