自动驾驶汽车的安全性:当前调查与未来研究挑战

IF 1.5 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Security and Privacy Pub Date : 2024-01-11 DOI:10.1002/spy2.367
Isha Pali, Ruhul Amin, Mohammad Abdussami
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引用次数: 0

摘要

技术的进步和创新发展为我们的生活带来了便利。从农业到运输业,每个行业都经历了这种进步。整个交通系统正在走向智能化。自动驾驶汽车的智能交通是即将到来的智能城市的重要组成部分。自动驾驶汽车提供了安全和便利的功能。这是一个备受关注的新兴领域,目前仍处于发展阶段,需要对潜在的挑战和机遇进行深入研究并提出解决方案。尽管自动驾驶汽车具有令人印象深刻的优势,但它也存在一些安全漏洞,可能导致危及生命的后果。虽然它们可以通过消除驾驶过程中的人为错误来预防道路交通事故,但也会给车辆控制系统带来网络物理攻击的可能性。为此,许多研究人员都在关注自动驾驶汽车系统的安全攻击和防御问题。为了全面了解自动驾驶汽车的概念,如历史、社会影响、困难和挑战、当前产品开发和安全方面,进行了全方位的研究。同时,通过整合 5G、SDN、云等多种技术,提出了一种车辆架构,并提到了其可能的安全攻击。
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Autonomous vehicle security: Current survey and future research challenges
The advancement in technology and the adoption of innovative developments have made our lives easier. Every industry, from agriculture to transport, has experienced this advancement. The entire transportation system is in the process of becoming intelligent. Smart mobility of autonomous vehicles is an important part of the upcoming smart cities. The autonomous vehicle provides functionalities for safety and convenience. It has been an emerging field with a lot of attention and still under advancement and requires a thorough study and solutions for potential challenges and opportunities. Despite impressive advantages, it has some security vulnerabilities which could lead to life‐threatening consequences. Though they could prevent road accidents by eliminating human errors from the driving process, they also create the possibility of cyber‐physical attacks on the vehicular controlling system. For this, many researchers have focused on the security attacks and defenses in autonomous vehicular systems. A 360‐degree research has been undertaken to understand the concept of autonomous vehicles entirely, such as history, social impacts, difficulties and challenges, current product developments, and security aspects. Also, a vehicular architecture is proposed by integrating various technologies such as 5G, SDN, cloud, and so forth, its possible security attacks are mentioned.
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