论文标题
生物特征群会员资格的分配和代表共同学习
Joint Learning of Assignment and Representation for Biometric Group Membership
论文作者
论文摘要
本文提出了一个针对小组成员协议的框架，以防止好奇但诚实的服务器重建注册的生物特征识别并推断查询客户端的身份。该框架同时了解嵌入参数，组表示和作业。实验显示了安全/隐私与验证/标识性能之间的权衡。
This paper proposes a framework for group membership protocols preventing the curious but honest server from reconstructing the enrolled biometric signatures and inferring the identity of querying clients. This framework learns the embedding parameters, group representations and assignments simultaneously. Experiments show the trade-off between security/privacy and verification/identification performances.
