Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection

9 August 2020

Papers citing "Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection"

25 / 25 papers shown

Title
Enhancing Network Intrusion Detection Performance using Generative Adversarial Networks Xinxing Zhao K. Fok V. Thing AAML 24 10 0 11 Apr 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
ADVENT: Attack/Anomaly Detection in VANETs Hamideh Baharlouei A. Makanju Nur Zincir-Heywood 26 1 0 16 Jan 2024
A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective Abdallah Moubayed MohammadNoor Injadat N. Alhindawi Ghassan Samara Sara Abuasal Raed Alazaidah HAI 13 5 0 10 Jan 2024
Optimized Ensemble Model Towards Secured Industrial IoT Devices MohammadNoor Injadat 45 2 0 10 Jan 2024
Performance evaluation of Machine learning algorithms for Intrusion Detection System Sudhanshu Sekhar Tripathy Bichitrananda Behera 23 4 0 01 Oct 2023
Forensic Data Analytics for Anomaly Detection in Evolving Networks Li Yang Abdallah Moubayed Abdallah Shami Amine Boukhtouta P. Heidari Stere Preda Richard Brunner D. Migault Adel Larabi 39 2 0 17 Aug 2023
IIDS: Design of Intelligent Intrusion Detection System for Internet-of-Things Applications K. R. Narayan Srijanee Mookherji Vanga Odelu R. Prasath A. Turlapaty A. Das 13 13 0 02 Aug 2023
5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network Sehan Samarakoon Yushan Siriwardhana P. Porambage Madhusanka Liyanage Sang-Yoon Chang Jinoh Kim Jong-Hoi Kim M. Ylianttila 29 74 0 02 Dec 2022
IoT Data Analytics in Dynamic Environments: From An Automated Machine Learning Perspective Li Yang Abdallah Shami 24 52 0 16 Sep 2022
LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles Li Yang Abdallah Shami G. Stevens Stephen De Rusett 27 28 0 05 Aug 2022
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection Mohammad Masum Hossain Shahriar Hisham M. Haddad Md Jobair Hossain Faruk Maria Valero Md Abdullah Khan M. Rahman M. I. Adnan A. Cuzzocrea 25 35 0 07 Jul 2022
The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems Giovanni Apruzzese Luca Pajola Mauro Conti 43 53 0 09 Mar 2022
An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series Tareq Tayeh Sulaiman A. Aburakhia Ryan Myers Abdallah Shami AI4TS 47 33 0 23 Jan 2022
Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration Roberto Magán-Carrión Daniel Urda Ignacio Díaz-Cano B. Dorronsoro 18 5 0 02 Dec 2021
Orthogonal variance-based feature selection for intrusion detection systems Ruoyu Feng S. Moussa Ziad El-Khatib A. B. Mnaouer 13 9 0 25 Oct 2021
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams Li Yang D. Manias Abdallah Shami 70 55 0 10 Sep 2021
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection Li Yang Abdallah Moubayed Abdallah Shami P. Heidari Amine Boukhtouta Adel Larabi Richard Brunner Stere Preda D. Migault 28 29 0 24 Jul 2021
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles Li Yang Abdallah Moubayed Abdallah Shami 32 230 0 26 May 2021
Supervised Feature Selection Techniques in Network Intrusion Detection: a Critical Review M. Mauro G. Galatro Giancarlo Fortino A. Liotta 33 127 0 11 Apr 2021
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities MohammadNoor Injadat Abdallah Moubayed Ali Bou Nassif Abdallah Shami 65 99 0 11 Jan 2021
Relationship between Student Engagement and Performance in e-Learning Environment Using Association Rules Abdallah Moubayed MohammadNoor Injadat Abdallah Shami H. Lutfiyya 60 39 0 25 Dec 2020
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach MohammadNoor Injadat Abdallah Moubayed Abdallah Shami 35 49 0 16 Dec 2020
Optimized Random Forest Model for Botnet Detection Based on DNS Queries Abdallah Moubayed MohammadNoor Injadat Abdallah Shami 22 20 0 16 Dec 2020
A Transfer Learning Framework for Anomaly Detection Using Model of Normality Sulaiman A. Aburakhia Tareq Tayeh Ryan Myers Abdallah Shami 24 20 0 12 Nov 2020