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iSignDB2020:这是一个为智能手机用户设计万无一失的生物特征认证系统而创建的数据库
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2021-03-17
17:50:34
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iSignDB_2020 这是一个为智能手机用户设计万无一失的生物特征签名认证系统而创建的数据库。 -创建数据集iSignDB来为智能手机用户实施新颖的反欺骗生物特征签名身份验证。 -我们将其命名为iSignDB,是因为它使用带有许可的MathWorks云帐户以及基于iOS和Android的智能手机(例如iPhone 7 Plus和Redmi Note 7)来捕获动态签名。 -共有48名志愿者自愿收集数据,其中我们确定32名用户是真正的签名贡献者,而16名用户是具有熟练伪造的伪造签名贡献者。 -在至少间隔20天的3个不同会话中收集数据,以捕获用户的情绪智能。 -在每个会话期间,一对主题,其中一个主题贡献了10个原始签名,另一个主题贡献了5个伪签名。 -为了获得伪造的签名,受试者不仅可以练习真实用户的签名图像,还可以在触摸屏上练习具有真实签名者行为的行为主义(例如,接触点的数量
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