保护前方道路:基于概念区块链的智慧城市入侵检测系统的车联网安全调查

IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS
Fatima Al-Quayed, Noshina Tariq, Mamoona Humayun, Farrukh Aslam Khan, Muhammad Attique Khan, Thanaa S. Alnusairi
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引用次数: 0

摘要

车联网(IoV)是智慧城市的重要组成部分。各种节点交换城市交通的敏感数据,如身份识别、位置、信息、速度和交通统计。随着智能城市的发展,网络隐私和安全也受到威胁。考虑到车内人员的健康、安全和保密等各种安全隐私风险,安全是重中之重。本调查报告详细分析了物联网系统所面临的最新和不断变化的安全挑战。它涉及数据完整性和隐私等安全挑战。它还包括对文献的批判性回顾,以确定当前安全机制的差距。它使用完整的数学建模和案例研究来展示所提解决方案的实际效果。它旨在指导未来开发和实施更安全、更高效、更有弹性的物联网系统,特别是在智慧城市环境中。它还介绍了一种采用人工智能(AI)、智能合约和区块链技术的新型入侵检测系统(IDS)。这些智能合约通过区块链技术确保即时安全,并最大程度地避免漏洞。此外,我们还提出了一个使用雾技术的混合多层框架,以节约车辆层面的资源。我们使用数学证明来评估这一框架。将区块链、智能合约和人工智能融合到物联网汽车中,可以通过消除重大漏洞来提高人类的安全性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Securing the Road Ahead: A Survey on Internet of Vehicles Security Powered by a Conceptual Blockchain-Based Intrusion Detection System for Smart Cities

Securing the Road Ahead: A Survey on Internet of Vehicles Security Powered by a Conceptual Blockchain-Based Intrusion Detection System for Smart Cities

The Internet of Vehicles (IoV) is a critical component of the smart city. Various nodes exchange sensitive data for urban mobility, such as identification, position, messages, speed, and traffic statistics. Along with developing smart cities come threats to privacy and security through networks. Security is of the highest priority, considering various security-privacy risks from the wellness, safety, and confidentiality of men and women inside the vehicle. This survey presents a detailed analysis of state-of-the-art and evolving security challenges to IoV systems. It handles security challenges, such as data integrity and privacy. It also includes a critical review of the literature to identify gaps in current security mechanisms. It uses complete mathematical modeling and case studies to show the practical effectiveness of the proposed solutions. It aims to guide future development and implementation of more secure, efficient, and resilient IoV systems, particularly in smart city environments. It also introduces a novel Intrusion Detection System (IDS) with Artificial Intelligence (AI), smart contracts, and blockchain technology. These smart contracts ensure instant security with the utmost level of vulnerability through blockchain technology. In addition, we proposed a hybrid multi-layered framework using Fog to conserve the resources at the vehicle level. We used mathematical proof to assess this framework. Merging blockchain, smart contracts, and AI into IoVs could increase human security by removing significant vulnerabilities.

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来源期刊
CiteScore
8.90
自引率
13.90%
发文量
249
期刊介绍: ransactions on Emerging Telecommunications Technologies (ETT), formerly known as European Transactions on Telecommunications (ETT), has the following aims: - to attract cutting-edge publications from leading researchers and research groups around the world - to become a highly cited source of timely research findings in emerging fields of telecommunications - to limit revision and publication cycles to a few months and thus significantly increase attractiveness to publish - to become the leading journal for publishing the latest developments in telecommunications
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