• Title/Summary/Keyword: fingerprint authentication

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Biometric authentication using fingerprint of overlap data using moiré pattern and multi-fingerprint recognition (무아레 현상을 이용한 지문의 오버랩 데이터와 다중 지문인식을 사용한 생체인증)

  • Park, Eun-Jin;Kang, Hyeok;Jeon, You-Boo;Lee, Keun-Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2017.11a
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    • pp.336-338
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    • 2017
  • 지문인식을 통한 생체인증 방식은 스마트 기기의 인증방법들 중 가장 보편화된 인증 방식이다. 하지만 사용자를 구별하는 유일한 인증 방식으로 발전하기에는 완벽한 생체인증 수단이라고 단정 지을 수 없다. 다수의 손가락을 등록함으로 인한 보안성의 하락이나 지문의 손상으로 인한 정확성을 보장할 수 없기 때문이다. 본 논문은 DFS(Display Fingerprint Solution) 기술이 적용된 터치스크린만으로도 지문 인식이 가능한 멀티 핑거 인증 방법 대해 제안한다. 무엇보다 사용자의 복잡한 지문이미지를 획득하고 이를 중첩시킨 후 간섭무늬를 발생시킨 후, 이를 통해 보안 이미지나 무늬를 획득해 사용자를 구별하는 보다 강화된 인증 방식을 제안한다. 본 논문이 제안하고자 하는 방안은 기존의 단순한 지문 이미지 획득보다 고차원적인 데이터를 생성할 수 있는 점을 중심으로 이루어진다.

A Revocable Fingerprint Template for Security and Privacy Preserving

  • Jin, Zhe;Teoh, Andrew Beng Jin;Ong, Thian Song;Tee, Connie
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.4 no.6
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    • pp.1327-1342
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    • 2010
  • With the wide deployment of biometric authentication systems, several issues pertaining security and privacy of the biometric template have gained great attention from the research community. To resolve these issues, a number of biometric template protection methods have been proposed. However, the design of a template protection method to satisfy four criteria, namely diversity, revocability and non-invertibility is still a challenging task, especially performance degradation when template protection method is employed. In this paper, we propose a novel method to generate a revocable minutiae-based fingerprint template. The proposed method consists of feature extraction from fingerprint minutiae pairs, quantization, histogram binning, binarization and eventually binary bit-string generation. The contributions of our method are two fold: alignment-free and good performance. Various experiments on FVC2004 DB1 demonstrated the effectiveness of the proposed methods.

Dynamic Thresholding Scheme for Fingerprint Identification (지문 식별을 위한 동적 임계치 설정방법)

  • Kim, Kyoung-Min;Lee, Buhm;Park, Joong-Jo;Jung, Soon-Won
    • Journal of Institute of Control, Robotics and Systems
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    • v.18 no.9
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    • pp.801-805
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    • 2012
  • This paper proposes dynamic thresholding scheme for fingerprint identification. As a user authentication method by fingerprint recognition technology, verification method based on 1:1 matching was mainly used in the past, but identification method based on 1:N matching is generally used recently. The control of the value of FAR is very important in the application areas such as access control and time attendance systems. This paper proposes dynamic thresholding scheme which could properly control the value of FAR according to the field of applications and size of the fingerprints database.

Multi-modal Authentication Using Score Fusion of ECG and Fingerprints

  • Kwon, Young-Bin;Kim, Jason
    • Journal of information and communication convergence engineering
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    • v.18 no.2
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    • pp.132-146
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    • 2020
  • Biometric technologies have become widely available in many different fields. However, biometric technologies using existing physical features such as fingerprints, facial features, irises, and veins must consider forgery and alterations targeting them through fraudulent physical characteristics such as fake fingerprints. Thus, a trend toward next-generation biometric technologies using behavioral biometrics of a living person, such as bio-signals and walking characteristics, has emerged. Accordingly, in this study, we developed a bio-signal authentication algorithm using electrocardiogram (ECG) signals, which are the most uniquely identifiable form of bio-signal available. When using ECG signals with our system, the personal identification and authentication accuracy are approximately 90% during a state of rest. When using fingerprints alone, the equal error rate (EER) is 0.243%; however, when fusing the scores of both the ECG signal and fingerprints, the EER decreases to 0.113% on average. In addition, as a function of detecting a presentation attack on a mobile phone, a method for rejecting a transaction when a fake fingerprint is applied was successfully implemented.

Design and Implementation of User Authentication System Using USIM Information (USIM 정보를 이용한 사용자 인증 방안 설계 및 구현)

  • Lee, Jin-Woo;Kim, Seon-Joo;Jo, In-June
    • The Journal of the Korea Contents Association
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    • v.17 no.7
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    • pp.571-578
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    • 2017
  • In order to approach information system through smart device and pc, user has to authenticate him or herself via user authentication. At that time when user tries reaching the system, well-used user authentication technologies are ID/PW base, OTP, certificate, security card, fingerprint, etc. The ID/PWbased method is familiar to users, however, it is vulnerable to brute force cracking, keylogging, dictionary attack. so as to protect these attacks, user has to change the passwords periodically as per password combination instructions. In this paper, we designed and implemented a user authentication system using smartphone's USIM without using password while enhancing security than existing ID / PW based authentication technology.

A Study of Behavior Based Authentication Using Touch Dynamics and Application Usage on Android (안드로이드에서 앱 사용과 터치 정보를 이용한 행위 기반 사용자 인증 기술 연구)

  • Kim, Minwoo;Kim, Seungyeon;Kwon, Taekyoung
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.27 no.2
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    • pp.361-371
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    • 2017
  • The increase in user data stored in the device implies the increase in threats of users' sensitive data. Currently, smartphone authentication mechanisms such as Pattern Lock, fingerprint recognition are widely used. Although, there exist disadvantages of inconvenience use and dependence that users need to depend on their own memory. User behavior based authentication mechanism have advantages of high convenience by offering continuous authentication when using the mobile device. However, these mechanisms show limitations on low accuracy of authentication and there are researches to improve the accuracy. This paper proposes improved authentication mechanism that uses user's smartphone application usage pattern which has not considered on earlier studies. Also, we analyze performance of proposed mechanism with collected datasets from actual use of smartphone applications.

Robust Fuzzy Fingerprint Vault System against Correlation Attack (상관관계 공격에 강인한 지문퍼지볼트 시스템)

  • Moon, Dae-Sung;Chae, Seung-Hoon;Chung, Yong-Wha;Kim, Sung-Young;Kim, Jeong-Nyeo
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.21 no.2
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    • pp.13-25
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    • 2011
  • Biometric-based authentication can provide strong security guarantee about the identity of users. However, security of biometric data is particularly important as the compromise of the data will be permanent. The fuzzy fingerprint vault system is one of the most popular solutions for protecting the fingerprint template stored in the database. Recently, however, this system is very susceptible to a correlation attack that finds the real minutiae using multiple fingerprint vaults enrolled for different applications. To solve this problem, we propose a robust fuzzy fingerprint vault system against the correlation attack. In this paper, we add chaff minutiae based on the relative information of minutiae such as direction, coordinate instead of adding randomly. Also, our proposed approach allow to add multiple chaff minutiae within tolerance box for enhanced security level. Experimental results show that the proposed approach can protect the correlation attack and achieve enhanced verification accuracy.

Fast Fingerprint Alignment Method and Weighted Feature Vector Extraction Method in Filterbank-Based Fingerprint Matching (필터뱅크 기반 지문정합에서 빠른 지문 정렬 방법 및 가중치를 부여한 특징 벡터 추출 방법)

  • 정석재;김동윤
    • Journal of KIISE:Software and Applications
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    • v.31 no.1
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    • pp.71-81
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    • 2004
  • Minutiae-based fingerprint identification systems use minutiae points, which cannot completely characterize local ridge structures. Further, this method requires many methods for matching two fingerprint images containing different number of minutiae points. Therefore, to represent the fired length information for one fingerprint image, the filterbank-based method was proposed as an alternative to minutiae-based fingerprint representation. However, it has two shortcomings. One shortcoming is that similar feature vectors are extracted from the different fingerprints which have the same fingerprint type. Another shortcoming is that this method has overload to reduce the rotation error in the fingerprint image acquisition. In this paper, we propose the minutia-weighted feature vector extraction method that gives more weight in extracting feature value, if the region has minutiae points. Also, we Propose new fingerprint alignment method that uses the average local orientations around the reference point. These methods improve the fingerprint system's Performance and speed, respectively. Experimental results indicate that the proposed methods can reduce the FRR of the filterbank-based fingerprint matcher by approximately 0.524% at a FAR of 0.967%, and improve the matching performance by 5% in ERR. The system speed is over 1.28 times faster.

DRM Implementation by Multimedia Fingerprint (멀티미디어 핑거프린트에 의한 DRM 구현)

  • Rhee, Kang-Hyeon
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.46 no.3
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    • pp.50-56
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    • 2009
  • Recently, according to the product variety of multimedia content some problems are occurred as like an illegal copying, an illegal distribution and a copyright infringement etc. So, for the solution of these problems, some methods were proposed as like watermarking which inserts the information of copyright to the content and the cipher for authentication to DRM which prevents an illegal copying using RSA. In this paper, the multimedia fingerprint based on BIBD code is inserted to the bit-plane of the image content for DRM with RSA, and while the decoding processing. The experiment is operated with the consideration of the image transmission and the transformation. As a result it confirmed that the multimedia fingerprint code inserted in image is detected 60% upper at AWGN 7dB and detected completely 100% at AWGN 10dB upper on PSNR 30, 40, 70 and 80 of Stirmark attacks.

A Study on the Fingerprint Recognition Algorithm Using Enhancement Method of Fingerprint Ridge Structure (지문 융선 구조의 향상기법을 사용한 지문인식 알고리즘에 관한 연구)

  • 정용훈;노정석;이상범
    • Journal of the Korea Computer Industry Society
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    • v.4 no.4
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    • pp.647-660
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    • 2003
  • The present of state is situation that is realized by necessity of maintenance of public security about great many information is real condition been increasing continually in knowledge info-age been situating in wide field of national defense, public peace, banking, politics, education etc. Also, loss or forgetfulness, and peculation by ID for individual information and number increase of password in Internet called that is sea of information is resulting various social problem. By alternative about these problem, including Biometrics, several authentication systems through sign(Signature), Smart Card, Watermarking technology are developed. Therefore, This paper shows that extract factor that efficiency can get into peculiar feature in physical features for good fingerprint recognition algorithm implementation with old study finding that take advantage of special quality of these fingerprint.

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