An efficient intrusion detection model based on hybridization of artificial bee colony and dragonfly algorithms for training multilayer perceptrons
One of the most persistent challenges concerning network security is to build a model capable of detecting intrusions in network systems. The issue has been extensively addressed in uncountable researches and using various techniques, of which a commonly used technique is that based on detecting int...
| Main Authors: | Ghanem, Waheed Ali H. M., Aman, Jantan, Ahmed Ghaleb, Sanaa Abduljabbar, Naseer, Abdullah B. |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2020
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/30046/ http://umpir.ump.edu.my/id/eprint/30046/1/An%20efficient%20intrusion%20detection%20model%20based%20on%20hybridization.pdf |
Similar Items
An improved artificial bee colony algorithm for training multilayer perceptron in time series prediction
by: Shah, Habib
Published: (2014)
by: Shah, Habib
Published: (2014)
Implementation Of The Hybrid Multilayered Perceptron Network In Assembly Language.
by: Tan, Kuan Liung, et al.
Published: (2004)
by: Tan, Kuan Liung, et al.
Published: (2004)
Performance Enhancement Of Artificial Bee Colony Optimization Algorithm
by: Abro, Abdul Ghani
Published: (2013)
by: Abro, Abdul Ghani
Published: (2013)
A Voting Technique Of Multilayer Perceptron Ensemble For Classification Application
by: Talib, Hafizah
Published: (2014)
by: Talib, Hafizah
Published: (2014)
Improved Genetic Algorithm Multilayer Perceptron Network For Data Classification
by: Ahmad, Fadzil
Published: (2017)
by: Ahmad, Fadzil
Published: (2017)
Adaboost-multilayer perceptron to predict the student’s performance in software engineering
by: Ahmad Firdaus, Zainal Abidin, et al.
Published: (2019)
by: Ahmad Firdaus, Zainal Abidin, et al.
Published: (2019)
Classifying The Shape Of Aggregate Using Hybrid Multilayered Perceptron Network.
by: Joret, Ariffuddin, et al.
Published: (2005)
by: Joret, Ariffuddin, et al.
Published: (2005)
Classification Of Abnormal Cervical Cells Using Hierarchical Multilayered Perceptron Network.
by: Mat Isa, Nor Ashidi, et al.
Published: (2003)
by: Mat Isa, Nor Ashidi, et al.
Published: (2003)
Recent advances in meta-heuristic algorithms for training multilayer perceptron neural networks
by: Al-Asaady, Maher Talal, et al.
Published: (2025)
by: Al-Asaady, Maher Talal, et al.
Published: (2025)
Metaheuristic-Based Neural Network
Training And Feature Selector For
Intrusion Detection
by: Ghanem, Waheed Ali Hussein Mohammed
Published: (2019)
by: Ghanem, Waheed Ali Hussein Mohammed
Published: (2019)
Development Of Artificial Bee Colony (Abc) Variants And Memetic Optimization Algorithms
by: Sulaiman, Noorazliza
Published: (2017)
by: Sulaiman, Noorazliza
Published: (2017)
Classification of COVID-19 symptoms using multilayer perceptron
by: Nurulain Nusrah, Mohd Azam, et al.
Published: (2023)
by: Nurulain Nusrah, Mohd Azam, et al.
Published: (2023)
On-Line Modelling And Forecasting Of Carbon Monoxide Concentrations Using Hybird Multilayered Perceptron Network.
by: Raji, Usharani, et al.
Published: (2005)
by: Raji, Usharani, et al.
Published: (2005)
Estimation of optimal machining control parameters using artificial bee colony
by: Norfadzlan, Yusup, et al.
Published: (2013)
by: Norfadzlan, Yusup, et al.
Published: (2013)
Variations in the number of hidden nodes through multilayer perceptron networks to predict cycle time
by: Ahmad Afif, Ahmarofi, et al.
Published: (2020)
by: Ahmad Afif, Ahmarofi, et al.
Published: (2020)
Artificial bee colony algorithm with time-varying strategy
by: Qin, Quande, et al.
Published: (2015)
by: Qin, Quande, et al.
Published: (2015)
Artificial Bee Colony Algorithm for Pairwise Test Generation
by: Alazzawi, Ammar K., et al.
Published: (2017)
by: Alazzawi, Ammar K., et al.
Published: (2017)
Development Of Human Skin Detection Algorithm Using Multilayer Perceptron Neural Network And Clustering Method
by: Al-Mohair, Hani Kaid Saif
Published: (2017)
by: Al-Mohair, Hani Kaid Saif
Published: (2017)
Cardiac abnormality prediction using tansig based multilayer perceptron
by: Mohanty, Sibani Priyadarshini, et al.
Published: (2021)
by: Mohanty, Sibani Priyadarshini, et al.
Published: (2021)
Activation functions performance in multilayer perceptron for time series forecasting
by: Nur Haizum, Abd Rahman, et al.
Published: (2024)
by: Nur Haizum, Abd Rahman, et al.
Published: (2024)
Function Approximation With
Multilayered Perceptrons Using L1
Criterion
by: Ong , Hong Choon
Published: (2003)
by: Ong , Hong Choon
Published: (2003)
Self-organizing map and multilayer perceptron for malay speech recognition
by: Goh, Kia Eng
Published: (2006)
by: Goh, Kia Eng
Published: (2006)
Short-term Gini coefficient estimation using nonlinear autoregressive multilayer perceptron model
by: Megat Syahirul Amin, Megat Ali, et al.
Published: (2024)
by: Megat Syahirul Amin, Megat Ali, et al.
Published: (2024)
Optimization of abrasive machining of ductile cast iron using nanoparticles : A multilayer perceptron approach
by: Muhammad Safwan, Azmi
Published: (2012)
by: Muhammad Safwan, Azmi
Published: (2012)
Indoor comfort and energy consumption optimization using an inertia weight artificial bee colony algorithm
by: Farah Nur Arina, Baharudin, et al.
Published: (2022)
by: Farah Nur Arina, Baharudin, et al.
Published: (2022)
Application of multilayer perceptron with backpropagation algorithm and regression analysis for long-term forecast of electricity demand: A comparison
by: Bong, David B L, et al.
Published: (2009)
by: Bong, David B L, et al.
Published: (2009)
Multilayer perceptrons neural network based web spam detection application
by: Goh, K.L., et al.
Published: (2013)
by: Goh, K.L., et al.
Published: (2013)
The prediction of undergraduate student performance in chemistry course using multilayer perceptron
by: Che Akmal, Che Yahaya, et al.
Published: (2020)
by: Che Akmal, Che Yahaya, et al.
Published: (2020)
Development of an Isolated Digit Speech Recognition Based on Multilayer Perceptron Model
by: Mohamad Hussin, Ummu Salmah
Published: (2004)
by: Mohamad Hussin, Ummu Salmah
Published: (2004)
Binary bitwise artificial bee colony as feature selection optimization approach within taguchi's t-method
by: Nolia, Harudin, et al.
Published: (2021)
by: Nolia, Harudin, et al.
Published: (2021)
Flowshop scheduling using artificial bee colony (ABC) algorithm with varying onlooker bees approaches
by: Mohd Pauzi, Nur Fazlinda
Published: (2015)
by: Mohd Pauzi, Nur Fazlinda
Published: (2015)
Indoor comfort and energy consumption optimization using an inertia weight artificial bee colony algorithm
by: Farah Nur Arina, Baharudin, et al.
Published: (2022)
by: Farah Nur Arina, Baharudin, et al.
Published: (2022)
Optimization of Abrasive Machining of Ductile Cast Iron Using Tio2 Nanoparticles: A Multilayer Perceptron Approach
by: M. M., Rahman, et al.
Published: (2016)
by: M. M., Rahman, et al.
Published: (2016)
Comparative analysis of spiral dynamic algorithm and artificial bee colony optimization for position control of flexible link manipulators
by: Nor Maniha, Abdul Ghani, et al.
Published: (2024)
by: Nor Maniha, Abdul Ghani, et al.
Published: (2024)
An approach to improve functional link neural network training using modified artificial bee colony for classification task
by: Yana Mazwin Mohmad Hassim,, et al.
Published: (2013)
by: Yana Mazwin Mohmad Hassim,, et al.
Published: (2013)
An approach to improve functional link neural network training using modified artificial bee colony for classification task
by: Mohmad Hassim, Yana Mazwin, et al.
Published: (2012)
by: Mohmad Hassim, Yana Mazwin, et al.
Published: (2012)
Training a functional link neural network using an artificial bee colony for solving a classification problems
by: Mohmad Hassim, Yana Mazwin, et al.
Published: (2012)
by: Mohmad Hassim, Yana Mazwin, et al.
Published: (2012)
An approach to improve functional link neural network training using modified artificial bee colony for classification task
by: Mohmad Hassim, Yana Mazwin, et al.
Published: (2012)
by: Mohmad Hassim, Yana Mazwin, et al.
Published: (2012)
Water level predictio for Limbang basin using multilayer perceptron (mlp) and radial basis function (rbf) neural network
by: Muhammad Noor Hisyam, Abg Hashim
Published: (2010)
by: Muhammad Noor Hisyam, Abg Hashim
Published: (2010)
Group method of data handling with artificial bee colony in combining forecasts
by: Yahya, Nurhaziyatul Adawiyah, et al.
Published: (2018)
by: Yahya, Nurhaziyatul Adawiyah, et al.
Published: (2018)
Similar Items
-
An improved artificial bee colony algorithm for training multilayer perceptron in time series prediction
by: Shah, Habib
Published: (2014) -
Implementation Of The Hybrid Multilayered Perceptron Network In Assembly Language.
by: Tan, Kuan Liung, et al.
Published: (2004) -
Performance Enhancement Of Artificial Bee Colony Optimization Algorithm
by: Abro, Abdul Ghani
Published: (2013) -
A Voting Technique Of Multilayer Perceptron Ensemble For Classification Application
by: Talib, Hafizah
Published: (2014) -
Improved Genetic Algorithm Multilayer Perceptron Network For Data Classification
by: Ahmad, Fadzil
Published: (2017)