In the era of the Internet of Things (IoT), massive computing devices surrounding us operate and interact with each other to provide several significant services in industries, medical as well as in daily life activities at home, office, education sectors, and so on. The participating devices in an IoT network usually have resource constraints and the devices are prone to different cyber attacks, leading to the loopholes in the security and authentication. As a revolutionized and innovated technology, blockchain, that is applied in cryptocurrency, market prediction, etc., uses a distributed ledger that records transactions securely and efficiently. To utilize the great potential of blockchain, both industries and academia have paid a significant attention to integrate it with the IoT, as reported by several existing literature. On the other hand, Artificial Intelligence (AI) is able to embed intelligence in a system, and thus the AI can be integrated with IoT devices in order to automatically cope with different environments according to the demands. Furthermore, both blockchain and AI can be integrated with the IoT to design an automated secure and robust IoT model, as mentioned by numerous existing works. In this survey, we present a discussion on the IoT, blockchain, and AI, along with the descriptions of several research works that apply blockchain and AI in the IoT. In this direction, we point out strengths and limitations of the related existing researches. We also discuss different open challenges to exploit the full capacities of blockchain and AI in designing an IoT-based model. Therefore, the highlighted challenging issues can open the door for the development of future IoT models which will be intelligent and secure based on the integration of blockchain and AI with the IoT.
翻译:在物业互联网时代,我们周围的庞大计算装置运行并相互互动,以在工业、医疗以及家庭、办公室、教育部门等日常生活活动中提供若干重要服务。如一些现有文献所报告的那样,在工业、医疗以及家庭、办公室、教育部门等日常生活活动中,参与装置通常有资源限制,装置容易发生不同的网络攻击,从而导致安全和认证方面的漏洞。作为革命和创新的技术,在加密货币、市场预测等中使用的链条,使用一个安全有效地记录交易的分布式分类账。为了利用铁链的巨大潜力,工业和学术界都十分重视将之与IOT整合。另一方面,人工智能情报(AI)能够将情报嵌入一个系统,因此,可以与IOT装置集成,以便自动应对不同环境的需求。此外,铁链和AI可以与IO的公开分类集成一体,以设计一个自动化的安全和稳健的IOT模型,正如许多现有工作提到的那样,在利用铁链链中的巨大潜力,将它与IT系统整合起来。在本次调查中,我们把ILAT的模型和IL的全文上进行一个讨论。