[HTML][HTML] An exhaustive research on the application of intrusion detection technology in computer network security in sensor networks

Y Wang, J Ma, A Sharma, PK Singh, GS Gaba… - Journal of …, 2021 - hindawi.com
Intrusion detection is crucial in computer network security issues; therefore, this work is
aimed at maximizing network security protection and its improvement by proposing various …

An efficient hybrid anomaly detection scheme using K-means clustering for wireless sensor networks

M Wazid, AK Das - Wireless Personal Communications, 2016 - Springer
Sensor nodes in a wireless sensor network (WSN) may be lost due to enervation or
malicious attacks by an adversary. WSNs deployed for several applications including …

Outlier detection and countermeasure for hierarchical wireless sensor networks

YY Zhang, HC Chao, M Chen, L Shu, CH Park… - IET Information Security, 2010 - IET
Outliers in wireless sensor networks (WSNs) are sensor nodes that issue attacks by
abnormal behaviours and fake message dissemination. However, existing cryptographic …

An efficient mixed attribute outlier detection method for identifying network intrusions

JR Beulah, DS Punithavathani - International Journal of Information …, 2020 - igi-global.com
Intrusion detection systems (IDS) play a vital role in protecting information systems from
intruders. Anomaly-based IDS has established its effectiveness in identifying new and …

An adaptive method based on contextual anomaly detection in Internet of Things through wireless sensor networks

X Yu, H Lu, X Yang, Y Chen, H Song… - … Journal of Distributed …, 2020 - journals.sagepub.com
With the widespread propagation of Internet of Things through wireless sensor networks,
massive amounts of sensor data are being generated at an unprecedented rate, resulting in …

An intelligent outlier detection method with one class support tucker machine and genetic algorithm toward big sensor data in internet of things

X Deng, P Jiang, X Peng, C Mi - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
Various types of sensor data can be collected by the Internet of Things (IoT). Each sensor
node has spatial attributes and may also be associated with a large number of measurement …

A hierarchical framework using approximated local outlier factor for efficient anomaly detection

L Xu, YR Yeh, YJ Lee, J Li - Procedia Computer Science, 2013 - Elsevier
Anomaly detection aims to identify rare events that deviate remarkably from existing data. To
satisfy real-world appli-cations, various anomaly detection technologies have been …

Intrusion Detection System (IDS): Anomaly detection using outlier detection approach

J Jabez, B Muthukumar - Procedia Computer Science, 2015 - Elsevier
Abstract An Intrusion Detection System (IDS) is a software application or device that
monitors the system or activities of network for policy violations or malicious activities and …

Outlier detection approaches for wireless sensor networks: A survey

A Ayadi, O Ghorbel, AM Obeid, M Abid - Computer Networks, 2017 - Elsevier
Over the past few years, wireless sensor networks have gained significant attention. They
have been distributed in the real world in order to collect valuable raw sensed data. Due to …

Scalable and robust outlier detector using hierarchical clustering and long short-term memory (lstm) neural network for the internet of things

RM Shukla, S Sengupta - Internet of Things, 2020 - Elsevier
The emerging centralized entities, like cloud, edge, or Software-Defined Network (SDN),
make automated decisions for the Internet of Things (IoT) applications based on the …