Information-theoretical analysis of private content identification

S. Voloshynovskiy, O. Koval, F. Beekhof, F. Farhadzadeh, T. Holotyak
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引用次数: 44

Abstract

In recent years, content identification based on digital fingerprinting attracts a lot of attention in different emerging applications. At the same time, the theoretical analysis of digital fingerprinting systems for finite length case remains an open issue. Additionally, privacy leaks caused by fingerprint storage, distribution and sharing in a public domain via third party outsourced services cause certain concerns in the cryptographic community. In this paper, we perform an information-theoretic analysis of finite length digital fingerprinting systems in a private content identification setup and reveal certain connections between fingerprint based content identification and Forney's erasure/list decoding [1]. Along this analysis, we also consider complexity issues of fast content identification in large databases on remote untrusted servers.
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隐私内容识别的信息理论分析
近年来,基于数字指纹的内容识别在各种新兴应用中备受关注。同时,有限长度情况下的数字指纹系统的理论分析仍然是一个有待解决的问题。此外,通过第三方外包服务在公共领域存储、分发和共享指纹所导致的隐私泄露引起了加密社区的某些担忧。在本文中,我们对私有内容识别设置中的有限长度数字指纹系统进行了信息论分析,并揭示了基于指纹的内容识别与Forney擦除/列表解码之间的某些联系[1]。在此分析中,我们还考虑了在远程不受信任服务器上的大型数据库中快速内容识别的复杂性问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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