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A Standardization Guide for Homomorphic Encryption Applications for Digital Forensic Investigations

机译:数字法医调查的同态加密应用标准化指导

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In recent years, cloud computing has emerged as an important paradigm in the computing environment due to its many advantages both to individuals as well as corporates. Some of these advantages include cost efficiencies, increased storage space and many other benefits associated with handing over responsibility to a third party for access to data and information as and when needed. The recent advancement in technology has resulted in the growing need to perform more functions, either than storage, in the cloud whilst maintaining the security and functionality aspect of cloud computing. Homomorphic encryption has been hailed as the holy grail of modern computing, it allows specific types of computations to be carried out on the encrypted data without having to decrypt beforehand as is the case with regular encryption methods. In this case, the client would need to provide the private key to the server for decryption prior to a desired manipulation of data, which might affect the confidentiality and privacy of the stored data. Recent literature highlights the importance of a homomorphic encryption scheme that is able to maintain security and still remain efficient in performing tasks. There are numerous homomorphic cryptosystems that have been proposed but not all have been proven to be practical in specific real-life scenarios. Although there have been few attempts, the lack of standardization has led to many experts in the field merely providing an intuitive approach to the implementation of homomorphic encryption for specified applications as a result attracting some resistance in the information technology industry. Also, this gap has brought about concerns regarding data and information security thus hindering the wide adoption of homomorphic encryption. This paper aims to provide a guide to the implementation of the existing homomorphic encryption schemes across various applications to enable a digital forensic investigation process to follow in order to address the highlighted concerns in a manner that can be measurable and mitigated. A matter analysis of empirical studies available on these applications will be presented.
机译:近年来,由于对个人以及企业而言,云计算成为计算环境中的重要范式。其中一些优势包括成本效率,增加存储空间以及与第三方交换责任相关的许多其他益处,以便访问数据和信息,如需要。最近技术的进步导致越来越多的需求而不是存储在云中,同时维护云计算的安全性和功能方面。同性全相生加密已被誉为现代计算的圣杯,它允许在加密数据上执行特定类型的计算,而无需预先解密,就像具有常规加密方法的情况一样。在这种情况下,客户需要在所需操纵数据之前向服务器提供私钥,以便对数据的机密性和隐私进行解密,这可能会影响所存储的数据的机密性和隐私。最近的文献突出了能够维护安全性并且仍然在执行任务方面保持有效的同性恋加密方案的重要性。已经提出了许多同种式密码系统,但并非所有人都被证明是在特定的现实生活场景中实际的。虽然有很少的尝试,但缺乏标准化导致了该领域的许多专家,仅仅为在信息技术行业中吸引了一些抵抗力的情况下,仅提供了直观的均匀加密方法。此外,这种差距带来了关于数据和信息安全的担忧,从而阻碍了广泛采用的同态加密。本文旨在为各种应用程序实施现有的同性恋加密计划的指南,以使数字法医调查过程能够遵循,以便以可衡量和减轻的方式解决突出的问题。将提出对这些申请的实证研究的问题分析。

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