Building an efficient intrusion detection system based on feature selection and ensemble classifier
Y Zhou, G Cheng, S Jiang, M Dai - Computer networks, 2020 - Elsevier
Intrusion detection system (IDS) is one of extensively used techniques in a network topology
to safeguard the integrity and availability of sensitive assets in the protected systems …
to safeguard the integrity and availability of sensitive assets in the protected systems …
A hybrid intrusion detection system based on scalable K-means+ random forest and deep learning
C Liu, Z Gu, J Wang - Ieee Access, 2021 - ieeexplore.ieee.org
Digital assets have come under various network security threats in the digital age. As a kind
of security equipment to protect digital assets, intrusion detection system (IDS) is less …
of security equipment to protect digital assets, intrusion detection system (IDS) is less …
Automatic features extraction using autoencoder in intrusion detection system
Intrusion Detection System (IDS) can detect attacks by analysing the patterns of data traffic in
the network. With a large amount of data that is processed in the IDS, then need to do a …
the network. With a large amount of data that is processed in the IDS, then need to do a …
Feature selection and comparison of classification algorithms for wireless sensor networks
Wireless sensor networks (WSNs) are developing at an incredible pace because of their
cost-effective solutions for applications like military and medical. WSN consists of a large …
cost-effective solutions for applications like military and medical. WSN consists of a large …
Developing a multi-level intrusion detection system using hybrid-DBN
AA Süzen - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
In this study, a hybrid deep belief network (DBN) cyber intrusion detection system was
proposed to provide a secure network by controlling network traffic in Industrial control …
proposed to provide a secure network by controlling network traffic in Industrial control …
[PDF][PDF] Feature Selection based on Multicriteria Decision Making for Intrusion Detection System
V Upendran, R Gopinath - International Journal of Electrical …, 2020 - researchgate.net
Intrusion detection systems (IDS) have to procedure heaps of packets with numerous
features, which interrupt the finding of anomalies. Feature Selection and Sampling may be …
features, which interrupt the finding of anomalies. Feature Selection and Sampling may be …
A fast intrusion detection system based on swift wrapper feature selection and speedy ensemble classifier
E Zorarpaci - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Due to the widespread use of the internet, computer network systems may be exposed to
different types of attacks. For this reason, the intrusion detection systems (IDSs) are often …
different types of attacks. For this reason, the intrusion detection systems (IDSs) are often …
Network anomaly detection with deep learning
Along with the developing new technologies, security breaches have become one of the
major concerns in the cyber world. In order to provide safety, anti-viruses, firewalls, intrusion …
major concerns in the cyber world. In order to provide safety, anti-viruses, firewalls, intrusion …
Internet of Things (IoTs) security: Intrusion detection using deep learning
OK Sahingoz, U Cekmez… - Journal of Web …, 2021 - ieeexplore.ieee.org
With the development of sensor and communication technologies, the use of connected
devices in industrial applications has been common for a long time. Reduction of costs …
devices in industrial applications has been common for a long time. Reduction of costs …
[PDF][PDF] Intrusion Detection System using Machine Learning
J Zala, A Panchal, A Thakkar, B Prajapati… - International Journal of …, 2020 - academia.edu
ABSTRACT Intrusion Detection System (IDS) is a tool, or software application, that monitors
network or system activity and detects malicious activity occurring. The protected evolution of …
network or system activity and detects malicious activity occurring. The protected evolution of …