A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges

doi:10.1109/JAS.2020.1003536

CORC > 自动化研究所 > 中国科学院自动化研究所 > 学术期刊 > IEEE/CAA Journal of Automatica Sinica

	A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges
	Xing Yang; Lei Shu; Jianing Chen; Mohamed Amine Ferrag; Jun Wu; Edmond Nurellari; Kai Huang
刊名	IEEE/CAA Journal of Automatica Sinica
	2021
卷号	8 期号:2 页码:273-302
关键词	Agricultural artificial intelligence agricultural automation agricultural Internet of Things security smart agriculture
ISSN号	2329-9266
DOI	10.1109/JAS.2020.1003536
英文摘要	With the deep combination of both modern information technology and traditional agriculture, the era of agriculture 4.0, which takes the form of smart agriculture, has come. Smart agriculture provides solutions for agricultural intelligence and automation. However, information security issues cannot be ignored with the development of agriculture brought by modern information technology. In this paper, three typical development modes of smart agriculture (precision agriculture, facility agriculture, and order agriculture) are presented. Then, 7 key technologies and 11 key applications are derived from the above modes. Based on the above technologies and applications, 6 security and privacy countermeasures (authentication and access control, privacy-preserving, blockchain-based solutions for data integrity, cryptography and key management, physical countermeasures, and intrusion detection systems) are summarized and discussed. Moreover, the security challenges of smart agriculture are analyzed and organized into two aspects: 1) agricultural production, and 2) information technology. Most current research projects have not taken agricultural equipment as potential security threats. Therefore, we did some additional experiments based on solar insecticidal lamps Internet of Things, and the results indicate that agricultural equipment has an impact on agricultural security. Finally, more technologies (5 G communication, fog computing, Internet of Everything, renewable energy management system, software defined network, virtual reality, augmented reality, and cyber security datasets for smart agriculture) are described as the future research directions of smart agriculture.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/43913]
专题	自动化研究所_学术期刊_IEEE/CAA Journal of Automatica Sinica
推荐引用方式 GB/T 7714	Xing Yang,Lei Shu,Jianing Chen,et al. A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges[J]. IEEE/CAA Journal of Automatica Sinica,2021,8(2):273-302.
APA	Xing Yang.,Lei Shu.,Jianing Chen.,Mohamed Amine Ferrag.,Jun Wu.,...&Kai Huang.(2021).A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges.IEEE/CAA Journal of Automatica Sinica,8(2),273-302.
MLA	Xing Yang,et al."A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges".IEEE/CAA Journal of Automatica Sinica 8.2(2021):273-302.