An intelligent network intrusion detection system using particle swarm optimization (PSO) and deep network networks (DNN)

D Preethi, N Khare - … Journal of Swarm Intelligence Research (IJSIR), 2021 - igi-global.com
Network intrusion detection system (NIDS) plays a major role in ensuring network security. In
this paper, the authors propose a PSO-DNN-based intrusion detection system. The …

Review of neural networks and particle swarm optimization contribution in intrusion detection

M Mahmood, B Al-Khateeb - Periodicals of Engineering and Natural …, 2019 - pen.ius.edu.ba
The progress in the field of computer networks and internet is increasing with tremendous
volume in recent years. This raises important issues concerning security. Several solutions …

[PDF][PDF] Implementation of Swarm Optimized Artificial Neural Network for Network Intruder Detection and Attack Classification

KK Vardhini, TS Mahalakshmi - Indian Journal of Computer Science and …, 2020 - ijcse.com
In the current era of technological advancement, the usage of computers and internet has
increased drastically in the everyday life. With many crucial services operating online, the …

Network Intrusion Detection Based on PSO-SVM

C Xiang, Y Xiao, P Qu, X Qu - TELKOMNIKA Indonesian Journal …, 2014 - journal.esperg.com
In order to improve network intrusion detection precision, this paper proposed a network
intrusion detection model based on simultaneous selecting features and parameters of …

[PDF][PDF] Intrusion detection system using support vector machine (SVM) and particle swarm optimization (PSO)

V Manekar, K Waghmare - International Journal of Advanced …, 2014 - academia.edu
Security and privacy of a system is vulnerable, when an intrusion happens. Intrusion
Detection System (IDS) takes an important role in network security as it detects various types …

Analysis of support vector machine-based intrusion detection techniques

BS Bhati, CS Rai - Arabian Journal for Science and Engineering, 2020 - Springer
From the last few decades, people do various transaction activities like air ticket reservation,
online banking, distance learning, group discussion and so on using the internet. Due to …

[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 …

A hybrid network intrusion detection system using simplified swarm optimization (SSO)

YY Chung, N Wahid - Applied soft computing, 2012 - Elsevier
The network intrusion detection techniques are important to prevent our systems and
networks from malicious behaviors. However, traditional network intrusion prevention such …

A support vector machine with particle swarm optimization grey wolf optimizer for network intrusion detection

C Chen, L Song, C Bo, W Shuo - … International Conference on …, 2021 - ieeexplore.ieee.org
Support Vector Machine (SVM) is a relatively novel classification technology, which has
shown higher performance than traditional learning methods in many applications …

[PDF][PDF] Multi-tier framework using sugeno fuzzy inference system with swarm intelligence techniques for intrusion detection

S Revathi, A Malathi - Indian Journal …, 2014 - sciresol.s3.us-east-2.amazonaws …
An intrusion detection has a key role in network security that classifies the system activities
as normal or suspicious (Anomaly). An intrusion detection system must consistently detect …