IJEMD-CSAI : Special Issue 2026

Published: 2026-04-22

Research Article

A Two-Tier Hybrid Intrusion Detection System for IoT Networks

Wong Zoey, Yu Watanabe, Elena Loh Venyi , Wong Yong Jing, Siew Ryan, Pee Tze Hern , Teh Yu Xiang, Siva Raja Sindiramutty
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AI-Enhanced Deep Learning Architectures for Image Recognition A Comparative Analysis of CNN Models with Modern AI Integration

Lim Jia Ying, Lu PengFei, Low Hong Yi, Chia Chen Yee, Mshal Osama Gafar, Mohammed Ali
- pdf
CNN-Based Image Classification on the Fashion-MNIST Dataset

Chia Chen Yee, Abdul Salam Shah
- pdf
5G-Enabled Drone System Quantitative Feasibility and Investment Strategy

Jianfeng Su , Jian-Zhou Lu
- pdf
An Edge-to-Access Secure Framework for Privacy-Aware Urban Surveillance

Wong Leong Hin, Kyle Adam Frank, Kosei Yamashita , Kros Anntonio Pereira, Julian Wong Yi Kai, Joel Wee Nambiar , Prashandt Henry, Siva Raja Sindiramutty
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Stable Backpropagation in Deep Image Recognition A VGGNet-Centered Analysis with Modern AI Perspectives

Meng Chengshuo , Pan Junyu , Lei Kaisong , Deng Mile , Ryan Chia Chung Hern
- pdf
Multi-Class Image Classification on Fashion-MNIST Using a Custom CNN

Abdulrahman Nasser Abdullah Algharem, Abdul Salam Shah
- pdf
Towards Privacy-Preserving and Explainable CNN-Based Image Classification A Federated Learning and XAI Framework Grounded in Fashion-MNIST Engineering

Deng Mile, Abdul Salam Shah
- pdf
Behavioural Biometric Authentication via Mouse Dynamics

Madelyn Soon Zhi Cian, Ashley Bernandette Nolidin , Daphne Chua En Xi, Dominic Lee Ming Li, Ng Jien Tze , Toh En Suen, Yap Hui Ee, Siva Raja Sindiramutty Shahzad
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A Quantum-Resistant Secure Communication and Key Lifecycle Framework

Lai Yong Jun, Lim Hon Aik, Dylan Lee Kar Chen , Kong Jun Fan, Wang Tiexin, Huang Hoong Zheng , Melvin Jee Yue Min, Siva Raja Sindiramutty
- pdf
Deep CNN Architectures for Medical and General Image Recognition Comparative Analysis with AI-Enhanced Perspectives

Wang Ruiting, Khant Aung Chain, Tao Jingchu, Asser Tawfik, Yuan Chengwei
- pdf
Image Classification Using Convolutional Neural Networks From Fashion-MNIST Benchmarking to Smart Retail AI and Edge Deployment

Farzana Binti Abdul Aziz, Abdul Salam Shah
- pdf
An Explainable Multi-Modal Phishing Detection Framework

Wong Ki Hurn, Tan Yi Yan, Dickson Lim Zi Yuan , Li Qian, Tee Jim Host, Zhang Xiaolong , Yip Hong Seng, Siva Raja Sindiramutty
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Privacy-Preserving Intrusion Detection in Smart Traffic Networks

Woh Xiang Huai, Lin Peng, Sarah Diong Yu Jie , Zhang Liangyu, Su Boyu , Zainab Hana, Tan Min Hong
- pdf
AI-Driven Deep Learning for Flower Image Recognition Comparative CNN Analysis and ResNet50 Transfer Learning Implementation

Juston Tan Yi Xian, Chua Li Ling, Gam Chui Ern, Goo Yun Hai, Rebecca Law Wen Qi
- pdf
Convolutional Neural Networks for Image Classification From Fashion-MNIST to Sustainable Circular Economy AI

Gam Chui Ern, Abdul Salam Shah
- pdf
Towards Behaviour-Aware Adaptive Zero Trust Architecture

Fatiha Azzwa Binti Ab Hadi, Kazi Samir Miah, Muhammad Musyrif Mifzal Bin Jefry, Ahmad I. M. Allahham, Brendon Chong Zi Yeung, Adwin Chee Hansen , Vasha Jahangir, Siva Raja Sindiramutty Shahzad
- pdf
Ransomware Defence Systems

Cheah Zhen Yang, Joshua Angelo Kana, Arvind Skanda Dharmendran, Muhamad Haziq Bin Jasni, Dinesh A/L S Rajandran, Ung Qi Hang, Wan Efdlin Eirfan, Siva Raja Sindiramutty
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AI-Augmented Convolutional Neural Networks for Image Recognition Architectural Analysis and ResNet50 Implementation with Modern Deep Learning Perspectives

Nicolas Lee, William Melvin Sukamto, Jovin Maurelio, Jovan Maurelio
- pdf
Convolutional Neural Networks for Multi-Class Image Classification A Custom CNN Approach on Fashion-MNIST

Andrew Leewei Hobbs, Abdul Salam Shah
- pdf

IJEMD-CSAI : Special Issue 2026

Research Article

A Two-Tier Hybrid Intrusion Detection System for IoT Networks

AI-Enhanced Deep Learning Architectures for Image Recognition A Comparative Analysis of CNN Models with Modern AI Integration

CNN-Based Image Classification on the Fashion-MNIST Dataset

5G-Enabled Drone System Quantitative Feasibility and Investment Strategy

An Edge-to-Access Secure Framework for Privacy-Aware Urban Surveillance

Stable Backpropagation in Deep Image Recognition A VGGNet-Centered Analysis with Modern AI Perspectives

Multi-Class Image Classification on Fashion-MNIST Using a Custom CNN

Towards Privacy-Preserving and Explainable CNN-Based Image Classification A Federated Learning and XAI Framework Grounded in Fashion-MNIST Engineering

Behavioural Biometric Authentication via Mouse Dynamics

A Quantum-Resistant Secure Communication and Key Lifecycle Framework

Deep CNN Architectures for Medical and General Image Recognition Comparative Analysis with AI-Enhanced Perspectives

Image Classification Using Convolutional Neural Networks From Fashion-MNIST Benchmarking to Smart Retail AI and Edge Deployment

An Explainable Multi-Modal Phishing Detection Framework

Privacy-Preserving Intrusion Detection in Smart Traffic Networks

AI-Driven Deep Learning for Flower Image Recognition Comparative CNN Analysis and ResNet50 Transfer Learning Implementation

Convolutional Neural Networks for Image Classification From Fashion-MNIST to Sustainable Circular Economy AI

Towards Behaviour-Aware Adaptive Zero Trust Architecture

Ransomware Defence Systems

AI-Augmented Convolutional Neural Networks for Image Recognition Architectural Analysis and ResNet50 Implementation with Modern Deep Learning Perspectives

Convolutional Neural Networks for Multi-Class Image Classification A Custom CNN Approach on Fashion-MNIST

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IJEMD-CSAI : Special Issue 2026

Research Article

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