Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015
Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015
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DOI：
10.1016/j.imavis.2016.07.002
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发表时间：
2017-02-01
影响因子：
4.7
通讯作者：
Schuckers, Stephanie A.
中科院分区：
文献类型：
--
作者：
Ghiani, Luca;Yambay, David A.;Schuckers, Stephanie A.
欺骗攻击是呈现攻击的一个子集，是使用生物特征的人工复制品试图绕过生物特征传感器。活性检测，或呈现攻击检测，区分活的和假的生物特征，并基于这样的原则，即除了标准认证系统获得的数据之外，还可以获得额外的信息，以确定生物特征测量是否是真实的。活体检测（LivDet）竞赛的目标是比较基于软件的指纹活体检测和伪影检测算法（第1部分），以及结合活性检测或伪像检测能力的指纹系统（第2部分），使用标准化测试协议和大量欺骗和活性测试。竞赛面向所有拥有基于软件或基于系统的指纹活性检测解决方案的学术和工业机构。LivDet竞赛已于2009年，2011年，2013年和2015年举办，并已证明自己提供了对活性检测方案的当前技术水平的重要了解。LivDet竞赛的参与者数量明显增加，而竞赛中的错误率也明显下降。参与者已经从四个增加到最近的十三个指纹第1部分的提交。指纹第2部分在2011年和2013年的每项比赛中都保持稳定的两项参赛作品，2015年版只有一项。竞争对手的不断增加表明人们对该主题的兴趣越来越大。(C)2016爱思唯尔B.V.保留所有权利。
A spoof attack, a subset of presentation attacks, is the use of an artificial replica of a biometric in an attempt to circumvent a biometric sensor. Liveness detection, or presentation attack detection, distinguishes between live and fake biometric traits and is based on the principle that additional information can be garnered above and beyond the data procured by a standard authentication system to determine if a biometric measure is authentic.The goals for the Liveness Detection (LivDet) competitions are to compare software-based fingerprint liveness detection and artifact detection algorithms (Part 1), as well as fingerprint systems which incorporate liveness detection or artifact detection capabilities (Part 2), using a standardized testing protocol and large quantities of spoof and live tests. The competitions are open to all academic and industrial institutions which have a solution for either software-based or system-based fingerprint liveness detection. The LivDet competitions have been hosted in 2009, 2011, 2013 and 2015 and have shown themselves to provide a crucial look at the current state of the art in liveness detection schemes. There has been a noticeable increase in the number of participants in LivDet competitions as well as a noticeable decrease in error rates across competitions. Participants have grown from four to the most recent thirteen submissions for Fingerprint Part 1. Fingerprints Part 2 has held steady at two submissions each competition in 2011 and 2013 and only one for the 2015 edition. The continuous increase of competitors demonstrates a growing interest in the topic. (C) 2016 Elsevier B.V. All rights reserved.