READ-IoT: reliable event and anomaly detection framework for the Internet of Things

A Yahyaoui, T Abdellatif, S Yangui, R Attia - IEEE Access, 2021 - ieeexplore.ieee.org
… a Reliable Event and Anomaly Detection Framework for the Internet of Things (READ-IoT for
short). The designed framework integrates events and anomalies detection … its reliability, the …

A self-evolving anomaly detection framework for developing highly dependable utility clouds

HS Pannu, J Liu, S Fu - 2012 IEEE Global Communications …, 2012 - ieeexplore.ieee.org
… self-evolving anomaly detection framework with mechanisms for … detector selfevolves by
recursively exploring newly generated verified detection results for future anomaly identification. …

Designing an online and reliable statistical anomaly detection framework for dealing with large high-speed network traffic

N Moustafa - 2017 - unsworks.unsw.edu.au
Detection System (IDS), with the purpose of our research to build an adaptive and online
Network Anomaly Detection … Finally, existing anomaly detection (ie, DE) approaches and the …

ADF: An anomaly detection framework for large-scale PM2. 5 sensing systems

LJ Chen, YH Ho, HH Hsieh, ST Huang… - IEEE Internet of …, 2017 - ieeexplore.ieee.org
… Although all the participants of this PM2.5 monitoring project were asked to deploy their
sensing devices outdoors with good air circulation, we found that some devices were still …

A framework for anomaly detection in time-driven and event-driven processes using kernel traces

OM Ezeme, QH Mahmoud… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… of system processes and detect deviant behaviors. We test this framework with a publicly …
, we can create a dynamic anomaly detection framework that evolves as the threats change. …

[HTML][HTML] Research on anomaly detection and real-time reliability evaluation with the log of cloud platform

B Wang, Q Hua, H Zhang, X Tan, Y Nan, R Chen… - Alexandria Engineering …, 2022 - Elsevier
… This paper focuses on the prediction of anomaly detection and real-time reliability. Due to
the limitation of space, the anomaly root cause analysis and real-time reliability calculation of …

Exploring anomaly detection in systems of systems

T Zoppi, A Ceccarelli, A Bondavalli - Proceedings of the Symposium on …, 2017 - dl.acm.org
… of a monitoring and anomaly detection framework. Then we … a monitoring and anomaly
detection framework for SoSs … Architectures of dependable and secure applications can be …

A review of unsupervised machine learning frameworks for anomaly detection in industrial applications

UA Usmani, A Happonen, J Watada - Science and Information Conference, 2022 - Springer
… is a difficult task that requires familiarity and a good understanding of the data and the … the
frameworks for anomaly detection and explain how the anomaly can be efficiently detected by …

MA2DF: A multi-agent anomaly detection framework

Y Thounaojam, W Setiawan… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
anomaly detection and/or network intrusion detection techniques has been given in [5].
Anomaly detection in … drives is critical to ensuring that data is safe and useful. A novel framework …

Athena: A framework for scalable anomaly detection in software-defined networks

S Lee, J Kim, S Shin, P Porras… - … on Dependable …, 2017 - ieeexplore.ieee.org
… to detect suspicious and anomalousanomaly detection development framework into existing
softwaredefined network (SDN) infrastructures to support sophisticated anomaly detection