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Chuan Foh

University of Surrey

Guildford

Guildford, GU2 5XH

United Kingdom

SCHOLARLY PAPERS

4

DOWNLOADS

276

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

A Lightweight Sel for Attack Detection in Iot/Iiot Networks

Number of pages: 15 Posted: 26 Mar 2024
University of Surrey, University of Surrey, University of Surrey and University of Surrey
Downloads 77 (837,727)

Abstract:

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Network Intrusion Detection (NID), Machine Learning (ML), Ensemble Learning (EL), Internet-of-Things (IoT), Industrial-Internet-of-Things (IIoT), Feature Importance (FI), Stack Ensemble Learner (SEL)

2.

Improving Intrusion Detection in O-Ran with Synthetic Data Generation: A Gan and Smote Approach

Number of pages: 20 Posted: 25 Apr 2025
University of Surrey, University of Surrey, University of Surrey and University of Surrey
Downloads 74 (844,901)

Abstract:

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Open Radio Access Network, Machine Learning, SMOTE, GenAI, GAN, Ensemble Learning, Intrusion Detection System.

3.

An Adaptive Differential Evolution Algorithm with Comprehensive Covariance Matrix Learning for Maze Search Problem

Number of pages: 31 Posted: 14 Oct 2024
affiliation not provided to SSRN, Xian Technological University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Surrey and Duke Kunshan University
Downloads 72 (860,052)

Abstract:

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Differential evolution, Comprehensive covariance matrix learning, Historical success parameter, Adaptive parameter selection

4.

Hypernetwork Parameter Optimization of Qmix Based on Differential Evolution

Number of pages: 18 Posted: 01 Oct 2024
Xian Technological University, affiliation not provided to SSRN, Xian Technological University, affiliation not provided to SSRN, Xian Technological University, Duke Kunshan University and University of Surrey
Downloads 53 (1,041,696)

Abstract:

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multi-agent, QMIX, Reinforcement Learning, differential evolution, parameters optimization