DRAFT - A Cybersecurity Framework for IoT Platforms

Datta, Soumya Kanti

doi:10.1109/zinc50678.2020.9161441

Cited by 10 publications

(13 citation statements)

References 17 publications

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“…In [31], a cybersecurity framework consisting of a risk assessment framework, security event monitoring, and incident handling was tested on W-iLab.t. The main objective was to identify, estimate, and evaluate the risk, and perform security testing on edge computing architecture based on IoT.…”

Section: Fed4fire Testbeds-w-ilabs and Citylabmentioning

confidence: 99%

Future Wireless Networking Experiments Escaping Simulations

et al. 2022

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In computer networking, simulations are widely used to test and analyse new protocols and ideas. Currently, there are a number of open real testbeds available to test the new protocols. In the EU, for example, there are Fed4Fire testbeds, while in the US, there are POWDER and COSMOS testbeds. Several other countries, including Japan, Brazil, India, and China, have also developed next-generation testbeds. Compared to simulations, these testbeds offer a more realistic way to test protocols and prototypes. In this paper, we examine some available wireless testbeds from the EU and the US, which are part of an open-call EU project under the NGIAtlantic H2020 initiative to conduct Software-Defined Networking (SDN) experiments on intelligent Internet of Things (IoT) networks. Furthermore, the paper presents benchmarking results and failure recovery results from each of the considered testbeds using a variety of wireless network topologies. The paper compares the testbeds based on throughput, latency, jitter, resources available, and failure recovery time, by sending different types of traffic. The results demonstrate the feasibility of performing wireless experiments on different testbeds in the US and the EU. Further, issues faced during experimentation on EU and US testbeds are also reported.

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Section: Fed4fire Testbeds-w-ilabs and Citylabmentioning

confidence: 99%

Future Wireless Networking Experiments Escaping Simulations

et al. 2022

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“…With the evolution in Cloud services integration in IoT, traditional SIEM paradigm is shifting to provide Cloud based security services. The authors of [6] presented an upgraded upgraded SIEM architecture composed of a SIEM Framework to provide Cloud based SIEM service. A solution for end-to-end IoT Platforms security using cybersecurity framework and its three components Cybersecurity risk assessment, SIEM, and resilience frameworks were provided.…”

Section: Related Workmentioning

confidence: 99%

“…Internet of things, or IoT, is a network of interconnected computing devices, electronics devices such as sensors, microcontroller, software and other technologies that can connect and exchange data with other devices and systems over the Internet or other communications networks. Because of the integration of numerous technologies, such as ubiquitous computing, commodity sensors, increasingly sophisticated embedded systems, and machine learning, the IoT research area has progressed rapidly [1][2][3][4][5][6][7][8].…”

Section: Introductionmentioning

confidence: 99%

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IoT Performance and Security Analysis Based on WiFi Systems

Mosas¹,

Mahmud²,

Jizat³

et al. 2022

Proceedings of the Multimedia University Engineering Conference (MECON 2022)

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With the introduction of the Internet of things (IoT), the number of wireless devices and volume of wireless data traffic has skyrocketed. The system proposed in this paper focuses on Internet of things (IoT) performance and security analysis based on Wi-Fi systems. In order to perform this analysis, an IoT wireless temperature and humidity sensor will be developed; whereby, the microcontroller will communicate and send collected data to an IoT cloud platform where the collected data can be analyzed and stored. An android application is developed from scratch to fetch the data from the IoT cloud platform, display the data in the application and send messages to the cloud. The sensor, microcontroller and the android application will communicate wirelessly with each other through Wi-Fi and MQTT (MQ Telemetry Transport) protocol. The performance and security of the whole system will be tested and analyzed; and ways to improve both the performance and security of the IoT system is presented. The system is subjected to Distributed Denial-of-Service (DDoS) attack, with Security Information and Event management (SIEM) is implemented for detection and DDoS attack prevention.

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“…However, it cannot dynamically assess the system of ICS due to unknown attacks and threats that follow ICS. Some pieces of research had brought focus onto the necessity of a framework for the evaluation of IoT device security [ 35 , 36 ]. The above research methods are not dynamic and cannot meet this assessment requirement.…”

Section: Introductionmentioning

confidence: 99%

A Three-Stage Dynamic Assessment Framework for Industrial Control System Security Based on a Method of W-HMM

Wei

Chen

et al. 2022

Sensors

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Industrial control systems (ICS) are applied in many fields. Due to the development of cloud computing, artificial intelligence, and big data analysis inducing more cyberattacks, ICS always suffers from the risks. If the risks occur during system operations, corporate capital is endangered. It is crucial to assess the security of ICS dynamically. This paper proposes a dynamic assessment framework for industrial control system security (DAF-ICSS) based on machine learning and takes an industrial robot system as an example. The framework conducts security assessment from qualitative and quantitative perspectives, combining three assessment phases: static identification, dynamic monitoring, and security assessment. During the evaluation, we propose a weighted Hidden Markov Model (W-HMM) to dynamically establish the system’s security model with the algorithm of Baum–Welch. To verify the effectiveness of DAF-ICSS, we have compared it with two assessment methods to assess industrial robot security. The comparison result shows that the proposed DAF-ICSS can provide a more accurate assessment. The assessment reflects the system’s security state in a timely and intuitive manner. In addition, it can be used to analyze the security impact caused by the unknown types of ICS attacks since it infers the security state based on the explicit state of the system.

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DRAFT - A Cybersecurity Framework for IoT Platforms

Cited by 10 publications

References 17 publications

Future Wireless Networking Experiments Escaping Simulations

Future Wireless Networking Experiments Escaping Simulations

IoT Performance and Security Analysis Based on WiFi Systems

A Three-Stage Dynamic Assessment Framework for Industrial Control System Security Based on a Method of W-HMM

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