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首页> 外文期刊>Journal of computer sciences >A New Authentication and Homomorphic Encryption as a Service Model for Preserving Privacy in Clouds
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A New Authentication and Homomorphic Encryption as a Service Model for Preserving Privacy in Clouds

机译:云中保护隐私的新身份验证和同态加密即服务模型

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摘要

The security as a Service (SECaaS) is a new model which provides security solution to users through Cloud Computing. The maturity of Cloud Computing services makes possible the use of the SECaaS model. This new model offers huge benefits to users, such as Authentication as a Service (AaaS) and Encryption as a Service (ENCaaS). So, it can offer more security features, since it uses the resources of Clouds and it’s connected to the different security policy databases. While SECaaS offers to cloud users and companies a multitude of security services, it still remains very limited and several aspects of security are not covered by this model, especially the part concerning the privacy. In addition, SECaaS is a new model that is not yet correctly deployed and it is not sufficiently solicited by companies. On the other side, Homomorphic encryption is considered as a good solution to ensure the privacy for users using the cloud services because it permits to make calculation on cipher text and data without decrypting them, but this solution suffer from many limitations such as the key size, the high latency and some serious performance problems. The main idea of this paper it’s to propose a new security model to preserving user’s privacy using homomorphic encryption while bypassing its limitations. So, This paper proposes a framework for Authentication and Homomorphic Encryption (A-HEaaS) based on security as a Service model which permits a secure access to the Cloud servers and the use of homomorphic encryption for calculations on encrypted data. The paper describes the design of our model and gives an implementation of our framework on medical Data.
机译:安全即服务(SECaaS)是一种新模型,可通过云计算为用户提供安全解决方案。云计算服务的成熟度使得可以使用SECaaS模型。这种新模型为用户提供了巨大的好处,例如身份验证即服务(AaaS)和加密即服务(ENCaaS)。因此,由于它使用了Clouds的资源并且已连接到不同的安全策略数据库,因此它可以提供更多的安全功能。尽管SECaaS为云用户和公司提供了多种安全服务,但它仍然非常有限,该模型未涵盖安全的多个方面,尤其是有关隐私的部分。此外,SECaaS是一种尚未正确部署的新模型,并且公司没有充分征求它的意见。另一方面,同态加密被认为是确保使用云服务的用户隐私的一个很好的解决方案,因为它允许对密文和数据进行计算而无需将其解密,但是此解决方案存在许多限制,例如密钥大小,高延迟和一些严重的性能问题。本文的主要思想是提出一种新的安全模型,以使用同态加密来保护用户的隐私,同时绕过其局限性。因此,本文提出了一种基于安全即服务模型的身份验证和同态加密(A-HEaaS)框架,该框架允许安全访问Cloud服务器并使用同态加密来计算加密数据。本文描述了我们模型的设计,并给出了我们医疗数据框架的实现。

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