A novel integrated quantum-resistant cryptography for secure scientific data exchange in ad hoc networks

IF 4.4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Kranthi Kumar Singamaneni , Ghulam Muhammad
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引用次数: 0

Abstract

The fast advancement of quantum computing poses a substantial challenge to the privacy and security of critical scientific research data. This is because the standard cryptography methods, which have been proven effective in classical computers, are rendered less secure in the face of quantum computing approaches. Previously, numerous endeavors have been made to safeguard confidential information through the utilization of different standards and quantum cryptographic methods. However, there remains a research void with several challenges and limitations, including excessive computational burden, vulnerability to various attacks, and limited hardware compatibility for implementation. We propose a modern hybrid cryptographical approach to secure sensitive data from various attacks and vulnerabilities to address the existing limitations. The suggested standard integrates traditional cryptographic standards with quantum-resistant standards to boost sensitive scientific data privacy and security and address various classical cyber-attacks and critical quantum attacks. For the context of scientific data privacy and security, our work depicts a hybrid standard structure by performing a systematic exploration of current encipherment model challenges and issues such as the investigation of various susceptibilities of mathematical cryptographic models. In this work, we apply lattice-based coding as the outer layer and Advanced Encryption Standard (AES) as the inner layer to improve security and efficacy. The proposed security theorem launches the operational veracity of lattice-based coding in the face of quantum attacks, while a complete investigation of the proposed algorithm efficacy vitrines the enhanced security and scalability of the anticipated hybrid standard transversely diverse input sensitive data volumes. Furthermore, this proposed work offers the security confidence score of the hybrid model by the amalgamation of AES and lattice-based cryptography (LBC), hence guaranteeing strength next to both quantum and traditional computing weaknesses. The investigational results prove the improved efficiency of the proposed hybrid model in contrast to traditional and past quantum-resistant models.

用于 Ad Hoc 网络安全科学数据交换的新型集成量子抗性密码学
量子计算的快速发展对关键科研数据的隐私和安全构成了巨大挑战。这是因为在经典计算机中被证明有效的标准加密方法,在量子计算方法面前变得不那么安全了。在此之前,人们已经做出了许多努力,通过利用不同的标准和量子加密方法来保护机密信息。然而,目前的研究仍处于空白状态,面临着一些挑战和限制,包括过重的计算负担、易受各种攻击以及实施时硬件兼容性有限等。针对现有的局限性,我们提出了一种现代混合加密方法,以确保敏感数据免受各种攻击和漏洞。建议的标准整合了传统密码标准和抗量子标准,以提高敏感科学数据的隐私和安全性,并应对各种经典网络攻击和关键量子攻击。在科学数据隐私与安全方面,我们的工作通过系统地探索当前密码模型面临的挑战和问题(如调查数学密码模型的各种易感性),描绘了一种混合标准结构。在这项工作中,我们将基于网格的编码作为外层,将高级加密标准(AES)作为内层,以提高安全性和有效性。所提出的安全定理揭示了基于网格的编码在面对量子攻击时的可操作性,而对所提出的算法功效的全面研究则显示了预期混合标准横向输入敏感数据量的增强安全性和可扩展性。此外,这项研究还通过将 AES 和基于网格的密码学(LBC)结合在一起,提供了混合模型的安全可信度,从而保证了在量子和传统计算弱点面前的优势。研究结果证明,与传统和过去的抗量子模型相比,所提出的混合模型提高了效率。
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来源期刊
Ad Hoc Networks
Ad Hoc Networks 工程技术-电信学
CiteScore
10.20
自引率
4.20%
发文量
131
审稿时长
4.8 months
期刊介绍: The Ad Hoc Networks is an international and archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in ad hoc and sensor networking areas. The Ad Hoc Networks considers original, high quality and unpublished contributions addressing all aspects of ad hoc and sensor networks. Specific areas of interest include, but are not limited to: Mobile and Wireless Ad Hoc Networks Sensor Networks Wireless Local and Personal Area Networks Home Networks Ad Hoc Networks of Autonomous Intelligent Systems Novel Architectures for Ad Hoc and Sensor Networks Self-organizing Network Architectures and Protocols Transport Layer Protocols Routing protocols (unicast, multicast, geocast, etc.) Media Access Control Techniques Error Control Schemes Power-Aware, Low-Power and Energy-Efficient Designs Synchronization and Scheduling Issues Mobility Management Mobility-Tolerant Communication Protocols Location Tracking and Location-based Services Resource and Information Management Security and Fault-Tolerance Issues Hardware and Software Platforms, Systems, and Testbeds Experimental and Prototype Results Quality-of-Service Issues Cross-Layer Interactions Scalability Issues Performance Analysis and Simulation of Protocols.
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