On the performance of intrusion detection systems for the internet of things: State-of-the-Art in Research
- سال انتشار: 1402
- محل انتشار: مجله آنالیز غیر خطی و کاربردها، دوره: 14، شماره: 1
- کد COI اختصاصی: JR_IJNAA-14-1_109
- زبان مقاله: انگلیسی
- تعداد مشاهده: 148
نویسندگان
Computer Science Department, College of Computer Science and Information Technology, Kirkuk University, Kirkuk, Iraq
Software Department, College of Computer Science and Information Technology, Kirkuk University, Kirkuk, Iraq
چکیده
Nowadays, the IoT attracts a multitude of research and industrial interests. Smaller and smarter devices are being implemented daily in multiple IoT domains. However, protecting IoT devices from cyber-attacks is critical to their operation. Confidential data is leaked as a result of malicious acts. As a result, device performance becomes crucial. Security risks are frequently made in IoT-based structures that impact their standard work. Therefore, to eliminate and mitigate these issues (attacks), the Intrusion Detection System (IDS) was proposed to fulfill this purpose. This paper aims to study the state of the art of the proposed IDS. Moving on, we critically review the proposed IDS-based machine learning algorithms. Based on this evaluation criteria, the solutions covering architectures, intelligent prediction and algorithms are critically reviewed. To achieve our goals, the paper presents challenges and open research areas in IoT design.کلیدواژه ها
Internet of Things, IoT Security Challenges, Intrusion Detection System, Machine Learning based IDSاطلاعات بیشتر در مورد COI
COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.
کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.