Anomaly detection on iot network intrusion using machine learning
Enhancing the security of IoT networks is trending as one of the most crucial issues the
information technology community faces. With large scales of IoT devices being developed …
information technology community faces. With large scales of IoT devices being developed …
Anomaly-based intrusion detection system for IoT networks through deep learning model
Abstract The Internet of Things (IoT) idea has been developed to enhance people's lives by
delivering a diverse range of smart interconnected devices and applications in several …
delivering a diverse range of smart interconnected devices and applications in several …
An anomaly mitigation framework for iot using fog computing
The advancement in IoT has prompted its application in areas such as smart homes, smart
cities, etc., and this has aided its exponential growth. However, alongside this development …
cities, etc., and this has aided its exponential growth. However, alongside this development …
Anomaly-based intrusion detection system for IoT application
Abstract Internet-of-Things (IoT) connects various physical objects through the Internet and it
has a wide application, such as in transportation, military, healthcare, agriculture, and many …
has a wide application, such as in transportation, military, healthcare, agriculture, and many …
SDN-enabled IoT anomaly detection using ensemble learning
Abstract Internet of Things (IoT) devices are inherently vulnerable due to insecure design,
implementation, and configuration. Aggressive behavior change, due to increased attacker's …
implementation, and configuration. Aggressive behavior change, due to increased attacker's …
ADEPT: Detection and identification of correlated attack stages in IoT networks
KLK Sudheera, DM Divakaran… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The fast-growing Internet-of-Things (IoT) market has opened up a large threat landscape,
given the wide deployment of IoT devices in both consumer and commercial spaces. Attacks …
given the wide deployment of IoT devices in both consumer and commercial spaces. Attacks …
Anomaly behavior analysis for IoT network nodes
The Internet of Things (IoT) will connect not only computers and mobile devices, but it will
also interconnect smart buildings, homes, and cities. The integration of IoT with Fog and …
also interconnect smart buildings, homes, and cities. The integration of IoT with Fog and …
HADS: Hybrid anomaly detection system for IoT environments
IoT (Internet of Things) devices are rapidly becoming popular in residential environments,
but security is still a big concern in this ecosystem. The fast growth of IoT devices in homes …
but security is still a big concern in this ecosystem. The fast growth of IoT devices in homes …
Practical intrusion detection of emerging threats
R Mills, AK Marnerides, M Broadbent… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT), in combination with advancements in Big Data, communications
and networked systems, offers a positive impact across a range of sectors including health …
and networked systems, offers a positive impact across a range of sectors including health …
Design and implementation of a hybrid anomaly detection system for IoT
In recent years, the dramatic increase in the number of devices has empowered the Internet
of Things (IoT). Unfortunately though, IoT networks are susceptible to cyberattacks, due to …
of Things (IoT). Unfortunately though, IoT networks are susceptible to cyberattacks, due to …