C Surianarayanan, S Kunasekaran… - International Journal of …, 2024 - Springer
Detection of anomaly in streaming data requires continuous analysis of the stream in real time. This process turns out to be difficult due to varied volume and velocity of data streams …
FA Mazarbhuiya, M Shenify - Applied Sciences, 2023 - mdpi.com
Anomaly detection in real-time data is accepted as a vital area of research. Clustering techniques have effectively been applied for the detection of anomalies several times. As the …
M Gu, J Fei, S Sun - Neurocomputing, 2020 - Elsevier
Online anomaly detection of time-series data is an important and challenging task in machine learning. Gaussian processes (GPs) are powerful and flexible models for modeling …
The capability to perform anomaly detection in a resource-constrained setting, such as an edge device or a loaded server, is of increasing need due to emerging on-premises …
FA Mazarbhuiya, M Shenify - Applied Sciences, 2023 - mdpi.com
Finding real-time anomalies in any network system is recognized as one of the most challenging studies in the field of information security. It has so many applications, such as …
M Shenify, FA Mazarbhuiya, AS Wungreiphi - Applied Sciences, 2024 - mdpi.com
There are many applications of anomaly detection in the Internet of Things domain. IoT technology consists of a large number of interconnecting digital devices not only generating …
J Li, X Zhang, H Xiang… - 2023 IEEE 29th …, 2023 - ieeexplore.ieee.org
With the development of modern technology, the application of various types of devices in life has become more extensive, especially with the emergence of the Internet of Things …
FAA Mazarbhuiya, MA Shenify, AS Wungreiphi - 2023 - preprints.org
There are many applications of anomaly detection in IoT domain. IoT technology consists of large number of interconnecting digital devices not only generating huge data continuously …
Finding anomalies in the real-time system is recognized as one of most challenging study in information security. It has so many applications like IoT, and Stock-Market. In any IoT …