使用同态加密保护云计算的挑战

Khalid El Makkaoui, Abdellah Ezzati, A. B. Hssane
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引用次数: 26

摘要

随着云计算的出现,信息安全的概念已经成为一个重大问题。事实上,这样一个系统的安全性是计算机科学家、云计算提供商和希望采用这些服务并从中受益的组织最关心的问题。云计算提供商必须实施确保网络安全、硬件、数据存储以及控制和访问服务策略的概念。所有这些元素都有助于保护数据安全性,确保与云相关的服务的可用性,从而更好地满足客户,获得并建立他们的信任。然而,即使云服务器中的数据存储安全得到保证,在处理机密数据时仍然存在不情愿的情况。事实上,对敏感数据被使用的担忧是企业采用云服务的主要障碍。为了克服这一障碍,使用可以在不知道密钥的情况下对加密数据执行操作的方法似乎是加强信息机密性的有效方法。在本文中,我们将研究同态加密方法所面临的挑战,这些方法允许云供应商对加密数据执行操作,并在处理后提供相同的结果,就像他们在原始数据上执行计算一样。
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Challenges of using homomorphic encryption to secure cloud computing
With the emergence of cloud computing, the concept of information security has become a major issue. Indeed, the security of such a system is the greatest concern of computer scientists, providers of cloud and organizations who want to adopt and benefit from these services. Cloud computing providers must implement concepts ensuring network security, hardware, data storage and strategies of control and access to services. All these elements help to preserve data security and ensuring the availability of services associated with the Cloud, to better satisfy clients and acquire and build their trust. However, even if the data storage security in cloud servers is assured, reluctance remain when it comes to process the confidential data. Indeed, the fear that sensitive data is being used is a major obstacle in the adoption of cloud services by enterprises. To overcome this obstacle, the use of methods that can perform operations on encrypted data without knowing the secret key, seems to be an effective way to strengthen the confidentiality of information. In this paper we will examine the challenges facing Homomorphic Encryption methods to allow suppliers of cloud to perform operations on encrypted data, and provide the same results after treatment, as if they were performing calculations on raw data.
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