The recent advancement of cloud technology offers unparallel strength to support intelligent computations and advanced services to assist with automated decisions to improve road transportation safety and comfort. Besides, the rise of machine intelligence propels the technological evolution of transportation systems one step further and leads to a new framework known as Cognitive Internet of Vehicles (C-IoV). The redefined cognitive technology in this framework promises significant enhancements and optimized network capacities compared with its predecessor framework, the Internet of Vehicles (IoV). CIoV offers additional security measures and introduces security and privacy concerns, such as evasion attacks, additional threats of data poisoning, and learning errors, which may likely lead to system failure and road user fatalities. Similar to many other public enterprise systems, transportation has a significant impact on the population. Therefore, it is crucial to understand the evolution and equally essential to identify potential security vulnerabilities and issues to offer mitigation towards success. This chapter offers discussions framing answers to the following two questions, 1) how and in what ways the penetration of the latest technologies are reshaping the transportation system? 2) whether the evolved system is capable of addressing the concerns of cybersecurity? This chapter, therefore, starts presenting the evolution of the transportation system followed by a quick overview of the evolved CIoV, highlighting the evolved cognitive design. Later it presents how a cognitive engine can overcome legacy security concerns and also be subjected to further potential security, privacy, and trust issues that this cloud-based evolved transportation system may encounter.
翻译:最近的云层技术的进步为支持智能计算和先进服务提供了无与伦比的力量,从而支持智能计算和先进服务,协助作出自动化决定,改善公路运输的安全和舒适;此外,机器情报的崛起进一步推动了运输系统的技术演进,并导致一个新的框架,即车辆认知互联网(C-IOV)。 与前框架,即车辆互联网(IoV)相比,这一框架中重新界定的认知技术将大大加强和优化网络能力。 CIOV提供了额外的安全措施,并提出了安全和隐私问题,如逃避攻击、数据中毒和学习错误等,这可能导致系统失灵和道路使用者死亡。与许多其他公共企业系统类似,运输对人口有重大影响。因此,理解这一演变至关重要,对于查明潜在的安全脆弱性和问题以缓解成功而言,同样至关重要。 与前一框架,即车辆互联网(IoV)相比,最新技术的渗透方式和方式可能改变运输系统? 2)进化系统是否有能力解决网络安全关切?因此,本章开始呈现系统故障和道路用户死亡。 与许多其他公共企业系统一样,运输对人口有重大影响。