Role of machine learning and deep learning in securing 5G-driven industrial IoT applications

P Sharma, S Jain, S Gupta, V Chamola - Ad Hoc Networks, 2021 - Elsevier
Abstract The Internet of Things (IoT) connects millions of computing devices and has set a
stage for future technology where industrial use cases like smart cities and smart houses will …

Host-based IDS: A review and open issues of an anomaly detection system in IoT

I Martins, JS Resende, PR Sousa, S Silva… - Future Generation …, 2022 - Elsevier
Abstract The Internet of Things (IoT) envisions a smart environment powered by connectivity
and heterogeneity where ensuring reliable services and communications across multiple …

A systematic survey of data mining and big data analysis in internet of things

Y Zhong, L Chen, C Dan, A Rezaeipanah - The Journal of …, 2022 - Springer
Abstract The Internet of Things (IoT) is an emerging paradigm that offers remarkable
opportunities for data mining and analysis. IoT envisions a world where all smartphones …

[HTML][HTML] Realguard: A lightweight network intrusion detection system for IoT gateways

XH Nguyen, XD Nguyen, HH Huynh, KH Le - Sensors, 2022 - mdpi.com
Cyber security has become increasingly challenging due to the proliferation of the Internet of
things (IoT), where a massive number of tiny, smart devices push trillion bytes of data to the …

[HTML][HTML] Security in product lifecycle of IoT devices: A survey

N Yousefnezhad, A Malhi, K Främling - Journal of Network and Computer …, 2020 - Elsevier
Abstract The Internet of Things (IoT) paradigm is considerably impacted by security
challenges, which has lately demanded substantial consideration. Accordingly, certain …

[HTML][HTML] Efficient anomaly detection for smart hospital IoT systems

AM Said, A Yahyaoui, T Abdellatif - Sensors, 2021 - mdpi.com
In critical Internet of Things (IoT) application domains, such as the Defense Industry and
Healthcare, false alerts have many negative effects, such as fear, disruption of emergency …

READ-IoT: reliable event and anomaly detection framework for the Internet of Things

A Yahyaoui, T Abdellatif, S Yangui, R Attia - IEEE Access, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) enables a myriad of applications by interconnecting software to
physical objects. The objects range from wireless sensors to robots and include surveillance …

[HTML][HTML] Securing wireless sensor networks using machine learning and blockchain: A review

S Ismail, DW Dawoud, H Reza - Future Internet, 2023 - mdpi.com
As an Internet of Things (IoT) technological key enabler, Wireless Sensor Networks (WSNs)
are prone to different kinds of cyberattacks. WSNs have unique characteristics, and have …

[HTML][HTML] Monitoring real time security attacks for IoT systems using DevSecOps: a systematic literature review

A Bahaa, A Abdelaziz, A Sayed, L Elfangary, H Fahmy - Information, 2021 - mdpi.com
In many enterprises and the private sector, the Internet of Things (IoT) has spread globally.
The growing number of different devices connected to the IoT and their various protocols …

A comparative study of machine learning models for cyber-attacks detection in wireless sensor networks

S Ismail, TT Khoei, R Marsh… - 2021 IEEE 12th Annual …, 2021 - ieeexplore.ieee.org
Wireless Sensor Network is a key technology for Internet of Things, but it is an example of
energy-restricted networks. In such networks with a large number of deployed sensors with …