Fast anomaly identification based on multiaspect data streams for intelligent intrusion detection toward secure industry 4.0

L Qi, Y Yang, X Zhou, W Rafique… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Various cyber attacks often occur in logistics network of the Industry 4.0, which poses a
threat to Internet security. Intrusion detection can intelligently detect anomalous activities …

ASTREAM: Data-stream-driven scalable anomaly detection with accuracy guarantee in IIoT environment

Y Yang, X Yang, M Heidari, MA Khan… - … on Network Science …, 2022 - ieeexplore.ieee.org
Intrusion detection exerts a crucial influence on securing the IIoT driven by anomaly
detection approaches. Dissimilar with the static data, the intrusion detection data is in the …

A review paper on data sensing and acquisition complexity and accuracy in green house monitoring systems

P Malewar, R Kadu, R Kakde… - … on Emerging Trends …, 2022 - ieeexplore.ieee.org
The research paper is based on data acquisition of greenhouse monitoring systems and the
issues to reduce its data latency and complexity. The paper contains the various parameters …

A Review of Intelligent Verification System for Distribution Automation Terminal based on Artificial Intelligence Algorithms

H Li, Q Xu, Q Wang, B Tang - Journal of Cloud Computing, 2023 - Springer
Artificial intelligence (AI) plays a key role in the distribution automation system (DAS). By
using artificial intelligence technology, it is possible to intelligently verify and monitor …

Anomaly detection for internet of things time series data using generative adversarial networks with attention mechanism in smart agriculture

W Cheng, T Ma, X Wang, G Wang - Frontiers in Plant Science, 2022 - frontiersin.org
More recently, smart agriculture has received widespread attention, which is a deep
combination of modern agriculture and the Internet of Things (IoT) technology. To achieve …

6G-enabled anomaly detection for metaverse healthcare analytics in Internet of Things

X Wu, Y Yang, M Bilal, L Qi, X Xu - IEEE Journal of Biomedical …, 2023 - ieeexplore.ieee.org
As an emerging concept, the metaverse incorporates a range of advanced technologies and
offers a great opportunity to enhance the experiences of healthcare in clinical practice and …

[HTML][HTML] A novel Edge architecture and solution for detecting concept drift in smart environments

H Mehmood, A Khalid, P Kostakos, E Gilman… - Future Generation …, 2024 - Elsevier
The proliferation of the Internet of Things (IoT), artificial intelligence (AI), the adoption of 5G,
and progress towards 6G technology have led to the accumulation of massive amounts of …

A cloud‐edge service offloading method for the metaverse in smart manufacturing

H Xiang, X Zhang, M Bilal - Software: Practice and Experience, 2024 - Wiley Online Library
With the development of artificial intelligence, cloud‐edge computing and virtual reality, the
industrial design that originally depends on human imagination and computing power can …

[HTML][HTML] DDANF: Deep denoising autoencoder normalizing flow for unsupervised multivariate time series anomaly detection

X Zhao, P Liu, S Mahmoudi, S Garg, G Kaddoum… - Alexandria Engineering …, 2024 - Elsevier
In recent years, the proliferation of IoT technologies and the widespread adoption of wireless
sensors across various critical infrastructures such as power plants, service monitoring …

[HTML][HTML] Deployment optimization for target perpetual coverage in energy harvesting wireless sensor network

Z Jin, Y Geng, C Zhu, Y Xia, X Deng, L Yi… - Digital Communications …, 2024 - Elsevier
Energy limitation of traditional Wireless Sensor Networks (WSNs) greatly confines the
network lifetime due to generating and processing massive sensing data with a limited …