Artificial Intelligence for Securing IoT Services in Edge Computing: A Survey
المؤلفون المشاركون
Xu, Zhanyang
Liu, Wentao
Huang, Jingwang
Yang, Chenyi
Lu, Jiawei
Tan, Haozhe
المصدر
Security and Communication Networks
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-09-14
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
With the explosive growth of data generated by the Internet of Things (IoT) devices, the traditional cloud computing model by transferring all data to the cloud for processing has gradually failed to meet the real-time requirement of IoT services due to high network latency.
Edge computing (EC) as a new computing paradigm shifts the data processing from the cloud to the edge nodes (ENs), greatly improving the Quality of Service (QoS) for those IoT applications with low-latency requirements.
However, compared to other endpoint devices such as smartphones or computers, distributed ENs are more vulnerable to attacks for restricted computing resources and storage.
In the context that security and privacy preservation have become urgent issues for EC, great progress in artificial intelligence (AI) opens many possible windows to address the security challenges.
The powerful learning ability of AI enables the system to identify malicious attacks more accurately and efficiently.
Meanwhile, to a certain extent, transferring model parameters instead of raw data avoids privacy leakage.
In this paper, a comprehensive survey of the contribution of AI to the IoT security in EC is presented.
First, the research status and some basic definitions are introduced.
Next, the IoT service framework with EC is discussed.
The survey of privacy preservation and blockchain for edge-enabled IoT services with AI is then presented.
In the end, the open issues and challenges on the application of AI in IoT services based on EC are discussed.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xu, Zhanyang& Liu, Wentao& Huang, Jingwang& Yang, Chenyi& Lu, Jiawei& Tan, Haozhe. 2020. Artificial Intelligence for Securing IoT Services in Edge Computing: A Survey. Security and Communication Networks،Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1208818
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xu, Zhanyang…[et al.]. Artificial Intelligence for Securing IoT Services in Edge Computing: A Survey. Security and Communication Networks No. 2020 (2020), pp.1-13.
https://search.emarefa.net/detail/BIM-1208818
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xu, Zhanyang& Liu, Wentao& Huang, Jingwang& Yang, Chenyi& Lu, Jiawei& Tan, Haozhe. Artificial Intelligence for Securing IoT Services in Edge Computing: A Survey. Security and Communication Networks. 2020. Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1208818
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1208818
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر