Enhancing intrusion detection using wireless sensor networks: A novel ahp-madm aggregated multiple type 3 fuzzy logic-based k-barriers prediction system
In an evolving defense landscape with persistent security threats, enhancing Wireless
Sensor Networks (WSN) for border security and advancing Intrusion Detection Systems …
Sensor Networks (WSN) for border security and advancing Intrusion Detection Systems …
Enhancing Intrusion Detection in Wireless Sensor Networks Using Deep Learning-Based K-Barriers Prediction
S Chokkalingam - 2023 International Conference on Self …, 2023 - ieeexplore.ieee.org
For wireless sensor networks (WSNs) to remain secure, effective intrusion detection is a vital
requirement. This research work enhances a feed-forward artificial neural network (ANN) …
requirement. This research work enhances a feed-forward artificial neural network (ANN) …
LT-FS-ID: Log-Transformed Feature Learning and Feature-Scaling-Based Machine Learning Algorithms to Predict the k-Barriers for Intrusion Detection Using …
The dramatic increase in the computational facilities integrated with the explainable
machine learning algorithms allows us to do fast intrusion detection and prevention at …
machine learning algorithms allows us to do fast intrusion detection and prevention at …
[HTML][HTML] A deep learning based feed forward artificial neural network to predict the K-barriers for intrusion detection using a wireless sensor network
Abstract Wireless Sensor Networks (WSN) has a wide range of opportunities and can be
applied to almost every part of our life. Intrusion detection and monitoring across disputed …
applied to almost every part of our life. Intrusion detection and monitoring across disputed …
F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of k-barriers for intrusion detection
Ensuring fast and efficient Intrusion Detection and Prevention (IDP) at international borders
is crucial for maintaining security and safeguarding nations. In this study, we propose an …
is crucial for maintaining security and safeguarding nations. In this study, we propose an …
AutoML-ID: Automated machine learning model for intrusion detection using wireless sensor network
Momentous increase in the popularity of explainable machine learning models coupled with
the dramatic increase in the use of synthetic data facilitates us to develop a cost-efficient …
the dramatic increase in the use of synthetic data facilitates us to develop a cost-efficient …
P2CA-GAM-ID: Coupling of probabilistic principal components analysis with generalised additive model to predict the k− barriers for intrusion detection
Drastic advancement in computing technology and the dramatic increase in the usage of
explainable machine learning algorithms provide a promising platform for developing robust …
explainable machine learning algorithms provide a promising platform for developing robust …
A situation based predictive approach for cybersecurity intrusion detection and prevention using machine learning and deep learning algorithms in wireless sensor …
F Al-Quayed, Z Ahmad, M Humayun - IEEE Access, 2024 - ieeexplore.ieee.org
Industry 4.0 is fundamentally based on networked systems. Real-time communication
between machines, sensors, devices, and people makes it easier to transmit the data …
between machines, sensors, devices, and people makes it easier to transmit the data …
[HTML][HTML] Particle swarm optimization based artificial neural network (PSO-ANN) model for effective k-barrier count intrusion detection system in WSN
SL Narayanan, M Kasiselvanathan… - Measurement …, 2023 - Elsevier
Abstract Wireless Sensor Networks (WSN) offers an extensive array of possibilities and finds
application to nearly every wake of human lifetime. Two of the methods are intrusion …
application to nearly every wake of human lifetime. Two of the methods are intrusion …
A deep learning approach to predict the number of k-barriers for intrusion detection over a circular region using wireless sensor networks
Abstract Wireless Sensor Networks (WSNs) is a promising technology with enormous
applications in almost every walk of life. One of the crucial applications of WSNs is intrusion …
applications in almost every walk of life. One of the crucial applications of WSNs is intrusion …