[HTML][HTML] Machine learning-enabled internet of things (iot): Data, applications, and industry perspective
J Bzai, F Alam, A Dhafer, M Bojović, SM Altowaijri… - Electronics, 2022 - mdpi.com
Machine learning (ML) allows the Internet of Things (IoT) to gain hidden insights from the
treasure trove of sensed data and be truly ubiquitous without explicitly looking for knowledge …
treasure trove of sensed data and be truly ubiquitous without explicitly looking for knowledge …
[HTML][HTML] Detection of distributed denial of service (DDoS) attacks in IOT based monitoring system of banking sector using machine learning models
Cyberattacks can trigger power outages, military equipment problems, and breaches of
confidential information, ie, medical records could be stolen if they get into the wrong hands …
confidential information, ie, medical records could be stolen if they get into the wrong hands …
[HTML][HTML] Anomaly-based cyberattacks detection for smart homes: A systematic literature review
JII Araya, H Rifà-Pous - Internet of Things, 2023 - Elsevier
Smart homes, leveraging IoT technology to interconnect various devices and appliances to
the internet, enable remote monitoring, automation, and control. However, collecting …
the internet, enable remote monitoring, automation, and control. However, collecting …
[HTML][HTML] LSTM-autoencoder for vibration anomaly detection in vertical carousel storage and retrieval system (VCSRS)
JS Do, AB Kareem, JW Hur - Sensors, 2023 - mdpi.com
Industry 5.0, also known as the “smart factory”, is an evolution of manufacturing technology
that utilizes advanced data analytics and machine learning techniques to optimize …
that utilizes advanced data analytics and machine learning techniques to optimize …
Sparse random neural networks for online anomaly detection on sensor nodes
Whether it is used for predictive maintenance, intrusion detection or surveillance, on-device
anomaly detection is a very valuable functionality in sensor and Internet-of-things (IoT) …
anomaly detection is a very valuable functionality in sensor and Internet-of-things (IoT) …
[HTML][HTML] Anomaly detection and repairing for improving air quality monitoring
Clean air in cities improves our health and overall quality of life and helps fight climate
change and preserve our environment. High-resolution measures of pollutants' …
change and preserve our environment. High-resolution measures of pollutants' …
[HTML][HTML] Improved bacterial foraging optimization with deep learning based anomaly detection in smart cities
MM Khayyat - Alexandria Engineering Journal, 2023 - Elsevier
Abstract The Internet of Things (IoT) contains many smart devices that collect, store,
communicate, and process data. IoT implementation has performed novel opportunities in …
communicate, and process data. IoT implementation has performed novel opportunities in …
[HTML][HTML] Fldid: Federated learning enabled deep intrusion detection in smart manufacturing industries
The rapid development in manufacturing industries due to the introduction of IIoT devices
has led to the emergence of Industry 4.0 which results in an industry with intelligence …
has led to the emergence of Industry 4.0 which results in an industry with intelligence …
Dimensionality reduction for detection of anomalies in the IoT traffic data
D Olszewski, M Iwanowski, W Graniszewski - Future Generation Computer …, 2024 - Elsevier
This paper concerns cybersecurity issues in one of the fastest growing fields of modern
computer systems the Internet-of-Things (IoT). In this field, intrusion detection plays a …
computer systems the Internet-of-Things (IoT). In this field, intrusion detection plays a …
[HTML][HTML] Machine learning and deep learning techniques for internet of things network anomaly detection—current research trends
SH Rafique, A Abdallah, NS Musa, T Murugan - Sensors, 2024 - mdpi.com
With its exponential growth, the Internet of Things (IoT) has produced unprecedented levels
of connectivity and data. Anomaly detection is a security feature that identifies instances in …
of connectivity and data. Anomaly detection is a security feature that identifies instances in …