A Dependable Hybrid Machine Learning Model for Network Intrusion
Detection

A Dependable Hybrid Machine Learning Model for Network Intrusion Detection

8 December 2022

Md. Alamin Talukder

Khondokar Fida Hasan

Md. Manowarul Islam

Md. Ashraf Uddin

Mohammand Abu Yousuf

Papers citing "A Dependable Hybrid Machine Learning Model for Network Intrusion Detection"

14 / 14 papers shown

Title
IDU-Detector: A Synergistic Framework for Robust Masquerader Attack Detection Zilin Huang Xiulai Li Xinyi Cao Ke Chen Longjuan Wang Logan Bo-Yee Liu AAML 35 0 0 09 Nov 2024
An Integrated Deep Learning Model for Skin Cancer Detection Using Hybrid Feature Fusion Technique Maksuda Akter Rabea Khatun Md. Alamin Talukder Md. Manowarul Islam Md. Ashraf Uddin 31 4 0 18 Oct 2024
Interoperability and Explicable AI-based Zero-Day Attacks Detection Process in Smart Community Mohammad Sayduzzaman Jarin Tasnim Tamanna Dipanjali Kundu Tawhidur Rahman 32 1 0 06 Aug 2024
Optimizing Intrusion Detection System Performance Through Synergistic Hyperparameter Tuning and Advanced Data Processing Samia Saidane Francesco Telch Kussai Shahin Fabrizio Granelli 31 0 0 03 Aug 2024
A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats Md. Ashraf Uddin Sunil Aryal Mohamed Reda Bouadjenek Muna Al-Hawawreh Md. Alamin Talukder 24 5 0 17 Mar 2024
usfAD Based Effective Unknown Attack Detection Focused IDS Framework Md. Ashraf Uddin Sunil Aryal Mohamed Reda Bouadjenek Muna Al-Hawawreh Md. Alamin Talukder AAML 26 5 0 17 Mar 2024
Hybridized Convolutional Neural Networks and Long Short-Term Memory for Improved Alzheimer's Disease Diagnosis from MRI Scans Maleka Khatun Manowarul Islam Habibur Rahman Rifat Md. Shamim Bin Shahid Md. Alamin Talukder Md. Ashraf Uddin 40 3 0 08 Mar 2024
Securing Transactions: A Hybrid Dependable Ensemble Machine Learning Model using IHT-LR and Grid Search Md. Alamin Talukder Rakib Hossen Md. Ashraf Uddin Mohammed Nasir Uddin U. Acharjee 24 15 0 22 Feb 2024
MLSTL-WSN: Machine Learning-based Intrusion Detection using SMOTETomek in WSNs Md. Alamin Talukder Selina Sharmin Md. Ashraf Uddin Md. Manowarul Islam Sunil Aryal 16 42 0 17 Feb 2024
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction Md. Alamin Talukder Md. Manowarul Islam Md. Ashraf Uddin Khondokar Fida Hasan Selina Sharmin S. Alyami M. Moni 38 83 0 22 Jan 2024
Empowering COVID-19 Detection: Optimizing Performance Through Fine-Tuned EfficientNet Deep Learning Architecture Md. Alamin Talukder Md. Abu Layek Mohsin Kazi Md. Ashraf Uddin Sunil Aryal 35 46 0 28 Nov 2023
Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning Md. Alamin Talukder Md. Manowarul Islam Md. Ashraf Uddin Arnisha Akhter Khondokar Fida Hasan M. Moni 15 185 0 02 Jun 2022
Security, Privacy and Trust: Cognitive Internet of Vehicles Khondokar Fida Hasan Anthony Overall Keyvan Ansari G. Ramachandran Raja Jurdak 15 9 0 26 Apr 2021
SMOTE: Synthetic Minority Over-sampling Technique Nitesh V. Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 163 25,256 0 09 Jun 2011