Novel and Efficient Rainbow Signature Scheme Based on Circulant and Toeplitz Matrices for Intelligent IoT

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Internet of Things Journal Pub Date : 2024-11-12 DOI:10.1109/JIOT.2024.3496732
Yulong Gao;Wenxuan Feng;Liang He;Mianxiong Dong
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Abstract

Quantum computing increases the security risks of data in intelligent Internet of Things (IoT) based on traditional cryptography. Multivariate public key cryptography has the security advantage of resisting quantum computing and Rainbow is an important research focus in it. However, the Rainbow algorithm’s secret keys are too large to suitable for resource-constrained IoT system. We propose an efficient Rainbow signature scheme based on circulant and Toeplitz matrices for intelligent IoT. In our scheme, the variable matrices of polynomials have special forms constructed from circulant and Toeplitz matrices. Every variable matrix of central maps and public key polynomials is divided into four submatrices. Three submatrices of variable matrices are generated using seeds randomly chosen. The fourth submatrix is generated by an affine map and three submatrices. Therefore, the public key consists of seeds and variables in the fourth submatrices, rather than all variables of polynomials. Then, the correctness of our scheme has been proved and we provide a security analysis. More specifically, it is proved that the scheme can resist five attacks against Rainbow, such as Direct attacks, Unbalanced oil vinegar attacks, MinRank attacks, HighRank attacks, and Rainbow-band-separation attacks. At last, according to the experimental results, our system’s public key sizes are 97.96% smaller and private key size are 92.12% than the key sizes of the standard Rainbow scheme. Additionally, compare with other Rainbow-like schemes, the comparison analysis and experimental results show that our scheme has less communication costs and small key size than those in the similar literatures for IoT.
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基于圆周矩阵和 Toeplitz 矩阵的新型高效彩虹签名方案,适用于智能物联网
量子计算增加了基于传统加密技术的智能物联网数据的安全风险。多元公钥加密具有抗量子计算的安全优势,彩虹是其中的一个重要研究热点。然而,彩虹算法的密钥太大,不适合资源受限的物联网系统。提出了一种基于循环矩阵和Toeplitz矩阵的高效智能物联网彩虹签名方案。在我们的方案中,多项式的变量矩阵具有由循环矩阵和Toeplitz矩阵构造的特殊形式。将中心映射和公钥多项式的每个变量矩阵划分为四个子矩阵。利用随机选择的种子生成变量矩阵的三个子矩阵。第四个子矩阵由一个仿射映射和三个子矩阵生成。因此,公钥由种子和第四个子矩阵中的变量组成,而不是多项式的所有变量。然后,验证了方案的正确性,并进行了安全性分析。具体来说,证明了该方案可以抵抗直接攻击、不平衡油醋攻击、MinRank攻击、HighRank攻击和Rainbow波段分离攻击等五种针对Rainbow的攻击。最后,根据实验结果,我们的系统的公钥大小比标准彩虹方案的密钥大小小97.96%,私钥大小小92.12%。此外,与其他类彩虹方案相比,对比分析和实验结果表明,我们的方案比类似文献中针对物联网的方案具有更少的通信成本和更小的密钥大小。
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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