Lightweight Testbed for Cybersecurity Experiments in SCADA-based Systems

Mohsin Khan, Osama Rehman, Ibrahim M.H. Rahman, Saqib Ali

نتاج البحث

3 اقتباسات (Scopus)

ملخص

A rapid rise in cyber-attacks on Cyber Physical Systems (CPS) has been observed in the last decade. It becomes even more concerning that several of these attacks were on critical infrastructures that indeed succeeded and resulted into significant physical and financial damages. Experimental testbeds capable of providing flexible, scalable and interoperable platform for executing various cybersecurity experiments is highly in need by all stakeholders. A container-based SCADA testbed is presented in this work as a potential platform for executing cybersecurity experiments. Through this testbed, a network traffic containing ARP spoofing is generated that represents a Man in the middle (MITM) attack. While doing so, scanning of different systems within the network is performed which represents a reconnaissance attack. The network traffic generated by both ARP spoofing and network scanning are captured and further used for preparing a dataset. The dataset is utilized for training a network classification model through a machine learning algorithm. Performance of the trained model is evaluated through a series of tests where promising results are obtained.

اللغة الأصليةEnglish
عنوان منشور المضيف2020 International Conference on Computing and Information Technology, ICCIT 2020
ناشرInstitute of Electrical and Electronics Engineers Inc.
رقم المعيار الدولي للكتب (الإلكتروني)9781728126807
المعرِّفات الرقمية للأشياء
حالة النشرPublished - سبتمبر 9 2020
الحدث2020 International Conference on Computing and Information Technology, ICCIT 2020 - Tabuk
المدة: سبتمبر ٩ ٢٠٢٠سبتمبر ١٠ ٢٠٢٠

سلسلة المنشورات

الاسم2020 International Conference on Computing and Information Technology, ICCIT 2020

Conference

Conference2020 International Conference on Computing and Information Technology, ICCIT 2020
الدولة/الإقليمSaudi Arabia
المدينةTabuk
المدة٩/٩/٢٠٩/١٠/٢٠

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بصمة

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