HADIoT: A hierarchical anomaly detection framework for IoT
H Chang, J Feng, C Duan - IEEE Access, 2020 - ieeexplore.ieee.org
The Internet of Things establishes the intimacy between the Internet and the physical world.
Due to portable size, most IoT devices have limited computing and storage capabilities and …
Due to portable size, most IoT devices have limited computing and storage capabilities and …
Anomaly detection, analysis and prediction techniques in iot environment: A systematic literature review
M Fahim, A Sillitti - IEEE Access, 2019 - ieeexplore.ieee.org
Anomaly detection has attracted considerable attention from the research community in the
past few years due to the advancement of sensor monitoring technologies, low-cost …
past few years due to the advancement of sensor monitoring technologies, low-cost …
Anomaly detection/prediction for the internet of things: State of the art and the future
XX Lin, P Lin, EH Yeh - IEEE Network, 2020 - ieeexplore.ieee.org
Anomaly detection/prediction is the first step to secure IoT systems. It usually relies on wide
domain knowledge to build up the tools to automatically detect/predict abnormal events or …
domain knowledge to build up the tools to automatically detect/predict abnormal events or …
A Comparative Study of Anomaly Detection Techniques for IoT Security using AMoT (Adaptive Machine Learning for IoT Threats)
D Alsalman - IEEE Access, 2024 - ieeexplore.ieee.org
Anomaly detection is a critical aspect of various applications, including security, healthcare,
and network monitoring. In this study, we introduce FusionNet, an innovative ensemble …
and network monitoring. In this study, we introduce FusionNet, an innovative ensemble …
A Hybrid Approach: Utilising Kmeans Clustering and Naive Bayes for IoT Anomaly Detection
L Best, E Foo, H Tian - arXiv preprint arXiv:2205.04005, 2022 - arxiv.org
The proliferation and variety of Internet of Things devices means that they have increasingly
become a viable target for malicious users. This has created a need for anomaly detection …
become a viable target for malicious users. This has created a need for anomaly detection …
Machine learning approaches for anomaly detection in IoT: an overview and future research directions
N Alghanmi, R Alotaibi, SM Buhari - Wireless Personal Communications, 2022 - Springer
The internet of things (IoT) is the networking of interrelated devices and sensors connected
through the internet to transfer and share data. The data gathered from these devices may …
through the internet to transfer and share data. The data gathered from these devices may …
Anomaly detection for iot systems using active learning
M Zakariah, AS Almazyad - Applied Sciences, 2023 - mdpi.com
The prevalence of Internet of Things (IoT) technologies is on the rise, making the
identification of anomalies in IoT systems crucial for ensuring their security and reliability …
identification of anomalies in IoT systems crucial for ensuring their security and reliability …
What Could Possibly Go Wrong? Identification of Current Challenges and Prospective Opportunities for Anomaly Detection in Internet of Things
The era of the Internet of Things (IoT) is now. Wide-spread adoption of this technology has
transformed the way the world, people, and businesses are connected. However, with the …
transformed the way the world, people, and businesses are connected. However, with the …
[HTML][HTML] IoT anomaly detection methods and applications: A survey
A Chatterjee, BS Ahmed - Internet of Things, 2022 - Elsevier
Ongoing research on anomaly detection for the Internet of Things (IoT) is a rapidly
expanding field. This growth necessitates an examination of application trends and current …
expanding field. This growth necessitates an examination of application trends and current …
Neighboring Information Exploitation for Anomaly Detection in Intelligent IoT
The identification of anomalies has become increasingly important for the security of sensory
data gathering in the intelligent Internet of Things (iIoT). The current approaches might not …
data gathering in the intelligent Internet of Things (iIoT). The current approaches might not …