加密多媒体内容的保护与检索:当密码学遇到信号处理时

Z. Erkin, A. Piva, S. Katzenbeisser, R. Lagendijk, J. Shokrollahi, G. Neven, M. Barni
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引用次数: 184

摘要

多媒体内容的处理和加密通常被认为是顺序的和独立的操作。然而,在某些多媒体内容处理场景中,希望直接对加密信号进行处理。安全信号处理领域对信号处理和密码学研究都提出了重大挑战;只有少数现成的完全集成的解决方案可用。本研究首先简要总结了现有加密信号处理解决方案中使用的加密原语,并讨论了这些解决方案的安全需求的含义。然后,研究继续描述了安全信号处理已被视为挑战的两个领域,即多媒体内容的分析和检索,以及多媒体内容保护。在每个领域中,描述了最先进的算法。最后,讨论了安全信号处理领域面临的挑战和有待解决的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Protection and Retrieval of Encrypted Multimedia Content: When Cryptography Meets Signal Processing
The processing and encryption of multimedia content are generally considered sequential and independent operations. In certain multimedia content processing scenarios, it is, however, desirable to carry out processing directly on encrypted signals. The field of secure signal processing poses significant challenges for both signal processing and cryptography research; only few ready-togo fully integrated solutions are available. This study first concisely summarizes cryptographic primitives used in existing solutions to processing of encrypted signals, and discusses implications of the security requirements on these solutions. The study then continues to describe two domains in which secure signal processing has been taken up as a challenge, namely, analysis and retrieval of multimedia content, as well as multimedia content protection. In each domain, state-of-the-art algorithms are described. Finally, the study discusses the challenges and open issues in the field of secure signal processing.
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