[PDF][PDF] Testbeds and evaluation frameworks for anomaly detection within built environments: A systematic review
ABSTRACT active in exchanging communication and data. IoT devices cannot enforce
advanced security mechanisms to protect themselves from cyberattacks. Furthermore, IoT …
advanced security mechanisms to protect themselves from cyberattacks. Furthermore, IoT …
IoT dataset generation framework for evaluating anomaly detection mechanisms
Machine learning based anomaly detection mechanisms are a promising tool to detect and
protect networks from previously unknown attacks. The quality of those mechanisms strongly …
protect networks from previously unknown attacks. The quality of those mechanisms strongly …
[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 …
Toward a full exploitation of IoT in smart cities: A review of IoT anomaly detection techniques
The world is currently progressing towards a new connectivity era where billions of sensors
are connected over a network called the Internet of Things (IoT). IoT enables a wide range of …
are connected over a network called the Internet of Things (IoT). IoT enables a wide range of …
Anomaly-based cyberattacks detection for smart homes: A systematic literature review
JI Iturbe Araya, H Rifà-Pous - Internet of Things, 2023, Vol. 22 …, 2023 - openaccess.uoc.edu
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] 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 …
Machine Learning-based Anomaly Detection for IoT Security: Challenges, Techniques, and Future Directions
J Wei, L Huan - Asian American Research Letters Journal, 2024 - aarlj.com
The Internet of Things (IoT) has revolutionized numerous industries by interconnecting
devices and enabling seamless communication. However, the proliferation of IoT devices …
devices and enabling seamless communication. However, the proliferation of IoT devices …
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 …
Evaluating energy and thermal efficiency of anomaly detection algorithms in edge devices
FP Rubin, PSS de Souza… - 2020 International …, 2020 - ieeexplore.ieee.org
Although IoT delivers several benefits, it also raises concerns regarding privacy and
security, from revenue disruption in industrial facilities to life-threatening situations caused …
security, from revenue disruption in industrial facilities to life-threatening situations caused …
[PDF][PDF] Anomaly Detection, Analysis and Prediction Techniques in IoT Environment: A Systematic
M FAHIM, A SILLITTI - scholar.archive.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 …