A review of machine learning methodologies for network intrusion detection

A Phadke, M Kulkarni, P Bhawalkar… - 2019 3rd International …, 2019 - ieeexplore.ieee.org
The Internet continues to spread itself over the globe, providing a great opportunity for
various threats which are growing on a daily basis. Current static detection techniques only …

SLGBM: An intrusion detection mechanism for wireless sensor networks in smart environments

S Jiang, J Zhao, X Xu - IEEE Access, 2020 - ieeexplore.ieee.org
Wireless sensor network (WSN), which serves as one of the key components of the cyber
physical system, is a wireless network composed of many stationary or moving sensors in a …

Stochastic gradient descent intrusions detection for wireless sensor network attack detection system using machine learning

HM Saleh, H Marouane, A Fakhfakh - IEEE Access, 2024 - ieeexplore.ieee.org
Communication in cyber-physical systems relies heavily on Wireless Sensor Networks
(WSNs), which have numerous uses including ambient monitoring, object recognition, and …

BLTM: Beta and LQI based trust model for wireless sensor networks

X Wu, J Huang, J Ling, L Shu - IEEE Access, 2019 - ieeexplore.ieee.org
To defend against internal attacks in wireless sensor networks (WSNs), building a trust
model between sensors nodes has been proved to be an effective way in this paper. The …

[PDF][PDF] An Intrusion Detection Model for Wireless Sensor Network Based on Information Gain Ratio and Bagging Algorithm.

RH Dong, HH Yan, QY Zhang - Int. J. Netw. Secur., 2020 - ijns.jalaxy.com.tw
Aiming at the problem that the dimension of the traffic data to be processed in the wireless
sensor network (WSN) intrusion detection method is too high, which leads to the large …

Image compression techniques in wireless sensor networks: A survey and comparison

BA Lungisani, CK Lebekwe, AM Zungeru… - IEEE Access, 2022 - ieeexplore.ieee.org
There is continuous intensive research on image compression techniques in wireless
sensor networks (WSNs) in the literature. Some of the image compression techniques in …

Intrusion detection in wireless sensor networks with an improved NSA based on space division

R Zhang, X Xiao - Journal of Sensors, 2019 - Wiley Online Library
Inspired by the biological immune system, many researchers apply artificial immune
principles to intrusion detection in wireless sensor networks, such as negative selection …

Intrusion detection system in wireless sensor networks-a comprehensive survey

Y Farooq, H Beenish, M Fahad - 2019 Second International …, 2019 - ieeexplore.ieee.org
WSN is a large-scale ad hoc network with the property of adequate availability, including the
all scopes of communication applications, like health care, home automation, remote …

[PDF][PDF] A study on intrusion detection system in wireless sensor networks

S Godala, RPV Vaddella - International Journal of Communication …, 2020 - researchgate.net
The technology of Wireless Sensor Networks (WSNs) has become most significant in
present day. WSNs are extensively used in applications like military, industry, health, smart …

[HTML][HTML] Secure and load balanced routing model for wireless sensor networks

G Thahniyath, M Jayaprasad - Journal of King Saud University-Computer …, 2022 - Elsevier
Wireless sensor networks (WSNs) play a very important role in providing real-time data
access for Big Data and Internet of Things applications. However, the open deployment …