[HTML][HTML] AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives

Y Himeur, M Elnour, F Fadli, N Meskin, I Petri… - Artificial Intelligence …, 2023 - Springer
In theory, building automation and management systems (BAMSs) can provide all the
components and functionalities required for analyzing and operating buildings. However, in …

[HTML][HTML] A systematic literature review on machine and deep learning approaches for detecting attacks in RPL-based 6LoWPAN of internet of things

TA Al-Amiedy, M Anbar, B Belaton, AHH Kabla… - Sensors, 2022 - mdpi.com
The IETF Routing Over Low power and Lossy network (ROLL) working group defined IPv6
Routing Protocol for Low Power and Lossy Network (RPL) to facilitate efficient routing in …

[HTML][HTML] Rank and wormhole attack detection model for RPL-based internet of things using machine learning

F Zahra, NZ Jhanjhi, SN Brohi, NA Khan, M Masud… - Sensors, 2022 - mdpi.com
The proliferation of the internet of things (IoT) technology has led to numerous challenges in
various life domains, such as healthcare, smart systems, and mission-critical applications …

[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 …

Adversarial RL-based IDS for evolving data environment in 6LoWPAN

AM Pasikhani, JA Clark, P Gope - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Low-power and Lossy Networks (LLNs) comprise nodes characterised by constrained
computational power, memory, and energy resources. The LLN nodes empower ubiquitous …

[HTML][HTML] Protocol-specific and sensor network-inherited attack detection in IoT using machine learning

F Zahra, NZ Jhanjhi, NA Khan, SN Brohi, M Masud… - Applied Sciences, 2022 - mdpi.com
For networks with limited resources, such as IoT-enabled smart homes, smart industrial
equipment, and urban infrastructures, the Routing Protocol for Low-power and Lossy …

Mitigating the worst parent attack in RPL based internet of things

R Sahay, G Geethakumari, B Mitra - Cluster Computing, 2022 - Springer
Abstract The Low Power and Lossy Networks (LLNs) in the Internet of Things environment
comprising constrained embedded devices have particular routing requirements that are …

Attack detection for medical cyber-physical systems–a systematic literature review

SB Weber, S Stein, M Pilgermann, T Schrader - IEEE Access, 2023 - ieeexplore.ieee.org
The threat situation due to cyber attacks in hospitals is emerging and patient life is at risk.
One significant source of potential vulnerabilities is medical cyber-physical systems (MCPS) …

[HTML][HTML] A dense neural network approach for detecting clone id attacks on the rpl protocol of the iot

CD Morales-Molina, A Hernandez-Suarez… - Sensors, 2021 - mdpi.com
At present, new data sharing technologies, such as those used in the Internet of Things (IoT)
paradigm, are being extensively adopted. For this reason, intelligent security controls have …

A novel intrusion detection system for internet of healthcare things based on deep subclasses dispersion information

M Fouda, R Ksantini… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Despite the significant benefits that the Internet of Healthcare Things (IoHT) offered to the
medical sector, there are concerns and risks regarding these systems which can delay their …