Utilization of Homomorphic Cryptosystems for Information Exchange in Value Chains

Zarina Chokparova, L. Urbas
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引用次数: 3

Abstract

Information plays a significant role in modern process industries due to the demand for flexibility and mobility in production. Therefore, it is important to preserve the privacy and security of the information exchanged and shared between partners in value chains, for instance asset chains or supply chains. Since many companies have their own technological solutions and methods for operation and control, this information is regarded as their intellectual property. For the protection of recipes, material flows, or operational and control variables during the manufacturing of products, various methods are available. These techniques include anonymization and encryption solutions. To deal with mathematical models and the computation of formulas, homomorphic encryption schemes can be applied to the data which have to be shared within a value chain. Based on the experience of previous implementations of homomorphic crypto system in different domains, the opportunities for adaptation of encryption methods in process industries are considered. This paper proposes the application of homomorphic encryption in a value chain and defines a specific protocol that enables the Paillier cryptosystem on a time series. A use case is designed for confidential information exchange between a secret owner and a value provider in a value chain. The architecture of confidentiality-preserving information sharing satisfies the zero-knowledge proof requirement and shows low similarity between original and recovered messages.
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同态密码系统在价值链信息交换中的应用
由于对生产灵活性和机动性的需求,信息在现代过程工业中起着重要作用。因此,保护价值链(例如资产链或供应链)中合作伙伴之间交换和共享的信息的隐私和安全性非常重要。由于许多公司都有自己的技术解决方案和操作控制方法,因此这些信息被视为他们的知识产权。在产品制造过程中,为了保护配方、物料流或操作和控制变量,有各种方法可供选择。这些技术包括匿名化和加密解决方案。为了处理数学模型和公式计算,同态加密方案可以应用于必须在价值链内共享的数据。根据以往在不同领域实现同态加密系统的经验,考虑了在过程工业中采用加密方法的可能性。本文提出了同态加密在价值链中的应用,并定义了一个特定的协议,使Paillier密码系统能够在时间序列上运行。用例是为价值链中的秘密所有者和价值提供者之间的机密信息交换而设计的。该保密信息共享体系结构满足零知识证明要求,且原消息与恢复消息相似度较低。
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