A Secure Signature Scheme for IoT Blockchain Framework Based on Multimodal Biometrics

块链 生物识别 物联网 签名(拓扑) 方案(数学) 计算机科学 计算机安全 数学 数学分析 几何学
作者
Yasmin A. Lotfy,Saad M. Darwish
出处
期刊:Advances in intelligent systems and computing 卷期号:: 261-270 被引量:1
标识
DOI:10.1007/978-3-030-58669-0_24
摘要

Blockchain technology is receiving a lot of attention in recent years for its wide variety of applications in different fields. On the other hand, the Internet of Things (IoT) technology currently considers the new growth engine of the fourth industrial revolution. Current studies developed techniques to overcome the limitations of IoT authentication for secure scalability in the Blockchain network by only managing storing the authentication keys. However, this authentication method does not consider security when extending the IoT to the network; as the nature of IoT ensures connectivity with multiple objects, with many places that increase security threats, it causes serious damage to assets. This brought many challenges in achieving equilibrium between security and scalability. Aiming to fill this gap, the work proposed in this paper adapts multimodal biometrics for extracting a private key with high entropy for authentication to improve IoT network security. The suggested model also evaluates the security score for the IoT device using a whitelist through Blockchain smart contract to ensure the devices authenticate quickly and limit the infected machines. Experimental results prove that our model is inherently unforgeable against adaptively chosen message attacks; it also reduces the number of infected devices to the network by up to 49% compared to the conventional schemes.
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