基于 BRLWE 的轻量级后量子密码系统,具有物联网安全的侧信道恢复能力

IF 7.6 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Internet of Things Pub Date : 2024-12-01 Epub Date: 2024-10-03 DOI:10.1016/j.iot.2024.101391
Changsheng Ma , Achyut Shankar , Saru Kumari , Chien-Ming Chen
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引用次数: 0

摘要

量子计算的快速发展对传统加密系统构成了巨大威胁,尤其是在物联网(IoT)安全方面。本文介绍的 PQ-IoTCrypt 是一种轻量级后量子加密系统,适用于资源受限的物联网设备。PQ-IoTCrypt 建立在二进制环误差学习问题的基础上,为在物联网环境中常见的 8 位微控制器上高效实施进行了优化。我们引入了对称离散均匀分布和精简多项式运算,以减少计算开销,同时保持较高的安全级别。此外,我们还为基于晶格的后量子加密技术提出了一个全面的电源侧信道分析框架,展示了 PQ-IoTCrypt 抵御各种侧信道攻击的能力,包括先进的密文选择标准、物联网优化模板创建以及为物联网部署量身定制的分层选择密文攻击方法。实验结果表明,在 256 位安全级别下,PQ-IoTCrypt 的总加密时间比次佳基线缩短了 9.9%,同时成功攻击所需的密文数量显著减少。PQ-IoTCrypt 在密钥生成、加密和解密过程中表现出卓越的性能,与最接近的竞争对手相比,时间分别缩短了 12.7%、9.1% 和 9.2%。这项工作有助于后量子物联网安全的标准化工作,并为在资源有限的环境中部署抗量子加密技术提供了宝贵的见解。
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A lightweight BRLWE-based post-quantum cryptosystem with side-channel resilience for IoT security
The rapid advancement of quantum computing poses a significant threat to conventional cryptographic systems, particularly in the context of Internet of Things (IoT) security. This paper introduces PQ-IoTCrypt, a lightweight post-quantum cryptosystem for resource-constrained IoT devices. PQ-IoTCrypt builds upon the binary ring learning with errors problem, incorporating optimizations for efficient implementation on 8-bit microcontrollers commonly found in IoT environments. We introduce a symmetric discrete uniform distribution and streamlined polynomial arithmetic to reduce computational overhead while maintaining a high-security level. Additionally, we present a comprehensive power side-channel analysis framework for lattice-based post-quantum cryptography, demonstrating PQ-IoTCrypt's resilience against various side-channel attacks, including advanced ciphertext selection criteria, IoT-optimized template creation, and a hierarchical chosen-ciphertext attack methodology tailored for IoT deployments. Experimental results show that PQ-IoTCrypt achieves a 9.9% reduction in total encryption time compared to the next best baseline at the 256-bit security level while requiring significantly fewer ciphertexts for successful attacks. PQ-IoTCrypt demonstrates superior performance in key generation, encryption, and decryption processes, with times reduced by 12.7 %, 9.1 %, and 9.2 %, respectively, compared to the closest competitor. This work contributes to the standardization efforts of post-quantum IoT security and offers valuable insights for real-world deployment of quantum-resistant cryptography in resource-limited settings.
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来源期刊
Internet of Things
Internet of Things Multiple-
CiteScore
3.60
自引率
5.10%
发文量
115
审稿时长
37 days
期刊介绍: Internet of Things; Engineering Cyber Physical Human Systems is a comprehensive journal encouraging cross collaboration between researchers, engineers and practitioners in the field of IoT & Cyber Physical Human Systems. The journal offers a unique platform to exchange scientific information on the entire breadth of technology, science, and societal applications of the IoT. The journal will place a high priority on timely publication, and provide a home for high quality. Furthermore, IOT is interested in publishing topical Special Issues on any aspect of IOT.
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