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物联网环境中使用去中心化区块链的两层多因素认证

Two-Layered Multi-Factor Authentication Using Decentralized Blockchain in an IoT Environment.

作者信息

Bamashmos Saeed, Chilamkurti Naveen, Shahraki Ahmad Salehi

机构信息

Department of Computer Science and Information Technology, La Trobe University, Bundoora, Melbourne 3086, Australia.

出版信息

Sensors (Basel). 2024 Jun 1;24(11):3575. doi: 10.3390/s24113575.

Abstract

Internet of Things (IoT) technology is evolving over the peak of smart infrastructure with the participation of IoT devices in a wide range of applications. Traditional IoT authentication methods are vulnerable to threats due to wireless data transmission. However, IoT devices are resource- and energy-constrained, so building lightweight security that provides stronger authentication is essential. This paper proposes a novel, two-layered multi-factor authentication (2L-MFA) framework using blockchain to enhance IoT devices and user security. The first level of authentication is for IoT devices, one that considers secret keys, geographical location, and physically unclonable function (PUF). Proof-of-authentication (PoAh) and elliptic curve Diffie-Hellman are followed for lightweight and low latency support. Second-level authentication for IoT users, which are sub-categorized into four levels, each defined by specific factors such as identity, password, and biometrics. The first level involves a matrix-based password; the second level utilizes the elliptic curve digital signature algorithm (ECDSA); and levels 3 and 4 are secured with iris and finger vein, providing comprehensive and robust authentication. We deployed fuzzy logic to validate the authentication and make the system more robust. The 2L-MFA model significantly improves performance, reducing registration, login, and authentication times by up to 25%, 50%, and 25%, respectively, facilitating quicker cloud access post-authentication and enhancing overall efficiency.

摘要

物联网(IoT)技术正在智能基础设施的巅峰时期不断发展,物联网设备广泛参与各种应用。由于无线数据传输,传统的物联网认证方法容易受到威胁。然而,物联网设备资源和能源受限,因此构建提供更强认证的轻量级安全机制至关重要。本文提出了一种新颖的两层多因素认证(2L-MFA)框架,利用区块链增强物联网设备和用户的安全性。第一级认证针对物联网设备,考虑了密钥、地理位置和物理不可克隆功能(PUF)。随后采用认证证明(PoAh)和椭圆曲线迪菲-赫尔曼算法以实现轻量级和低延迟支持。物联网用户的二级认证分为四个级别,每个级别由身份、密码和生物特征等特定因素定义。第一级涉及基于矩阵的密码;第二级利用椭圆曲线数字签名算法(ECDSA);第三级和第四级通过虹膜和指静脉进行安全认证,提供全面而强大的认证。我们部署了模糊逻辑来验证认证并使系统更加强健。2L-MFA模型显著提高了性能,将注册、登录和认证时间分别最多减少了25%、50%和25%,便于认证后更快地访问云并提高整体效率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2101/11175277/4ed8db01265b/sensors-24-03575-g001.jpg

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