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Lattice assumption based fuzzy information retrieval scheme support multi-user for secure multimedia cloud

机译:基于格假设的模糊信息检索方案支持多用户安全多媒体云

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摘要

Multimedia cloud is novel computation paradigm which could leverage cloud infrastructure to store large quantity of multimedia documents and respond on the requests from customers. With the development of multimedia cloud, an increasing attention is paid to its privacy and security issues. Searchable encryption (SE) technology could protect the sensitive information of cloud storage data and at the same time allow keyword search query. Most of the available SE schemes are constructed using the bilinear map. However, both discrete logarithms and factorization are proved to be solved by quantum computer in a polynomial time. Thus, those schemes are not secure in quantum age. Moreover, majority SE schemes are limited in exact or fuzzy keyword search. They can not support the semantically keyword equivalent judgement. In order to solve those problems, we suggest a novel data retrieval scheme for multiple users based on the lattice based mechanism. The contribution of this paper is summarized in three aspects: lattice assumption based scheme to resist quantum attack, semantically keyword search to enable synonym query and broadcast encryption based mechanism to support multiple user system without sharing secret key. This scheme is a candidate for secure multimedia cloud even in quantum-era since the LWE problem is secure against quantum attack.
机译:多媒体云是一种新颖的计算范例,可以利用云基础架构来存储大量的多媒体文档并响应客户的请求。随着多媒体云的发展,对其隐私和安全问题的关注日益增加。可搜索加密(SE)技术可以保护云存储数据的敏感信息,同时允许关键字搜索查询。大多数可用的SE方案都是使用双线性图构建的。但是,离散对数和因式分解均被证明由量子计算机在多项式时间内求解。因此,这些方案在量子时代是不安全的。此外,大多数SE方案在精确或模糊关键字搜索中受到限制。他们不能支持语义上关键字对等的判断。为了解决这些问题,我们提出了一种新的基于格机制的多用户数据检索方案。本文的贡献概括为三个方面:基于基于格构假设的方案以抵抗量子攻击;基于语义的关键字搜索以实现同义词查询;以及基于广播加密的机制,以在不共享密钥的情况下支持多用户系统。由于LWE问题对于量子攻击是安全的,因此即使在量子时代,该方案也是安全多媒体云的候选方案。

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