An Improved Network Intrusion Detection Method Based On CNN-LSTM-SA
As cyber threats grow in complexity and frequency, the importance of Network Intrusion Detection Systems in modern cybersecurity defense becomes increasingly critical. Traditional machine learning algorithms, such as Decision Trees, Naive Bayes, Random Forest, Random Trees, Multi-Layer Perceptron, a...
| Auteur principal: | Bian, Hui |
|---|---|
| Format: | Thèse |
| Langue: | anglais anglais |
| Publié: |
Universiti Malaysia Sarawak
2025
|
| Sujets: | |
| Accès en ligne: | http://ir.unimas.my/id/eprint/47765/ |
| Abstract | Abstract here |
Documents similaires
Hybrid intelligent approach for network intrusion detection
par: Al-Mohammed, Wael Hasan Ali
Publié: (2015)
par: Al-Mohammed, Wael Hasan Ali
Publié: (2015)
A novel secure mud-based real time intrusion detection and prevention mechanism for IoT network / Noman Mazhar
par: Noman , Mazhar
Publié: (2023)
par: Noman , Mazhar
Publié: (2023)
An optimized feature set for anomaly-based intrusion detection / Wasswa Hassan
par: Wasswa, Hassan
Publié: (2019)
par: Wasswa, Hassan
Publié: (2019)
Metaheuristic-Based Neural Network
Training And Feature Selector For
Intrusion Detection
par: Ghanem, Waheed Ali Hussein Mohammed
Publié: (2019)
par: Ghanem, Waheed Ali Hussein Mohammed
Publié: (2019)
A mean convolution layer for network intrusion detection systems / Leila Mohammadpour
par: Leila , Mohammadpour
Publié: (2024)
par: Leila , Mohammadpour
Publié: (2024)
A material named entity recognition model using domain embedded bi-lstm and hybrid cosine with wordvector similarity approach
par: Miah, Md Saef Ullah
Publié: (2024)
par: Miah, Md Saef Ullah
Publié: (2024)
A new approach based on honeybee guarding system to improve intrusion detection system.
par: Ahmed Ali, Ghassan
Publié: (2011)
par: Ahmed Ali, Ghassan
Publié: (2011)
A New Approach Based On Honeybee Guarding
System To Improve Intrusion Detection System
par: Ahmed Ali, Ghassan
Publié: (2011)
par: Ahmed Ali, Ghassan
Publié: (2011)
A classifier mechanism for host based intrusion detection and prevention system in cloud computing environment
par: Al-Zarqawee, Aws Naser
Publié: (2018)
par: Al-Zarqawee, Aws Naser
Publié: (2018)
Improved hybrid teaching learning based optimization-jaya and support vector machine for intrusion detection systems
par: Mohammad Khamees Khaleel, Alsajri
Publié: (2022)
par: Mohammad Khamees Khaleel, Alsajri
Publié: (2022)
Cooperative multi agents for intelligent intrusion detection and prevention systems / Shahaboddin Shamshirband
par: Shamshirband, Shahaboddin
Publié: (2014)
par: Shamshirband, Shahaboddin
Publié: (2014)
A hybrid deep CNN model for fast class-incremental food classification / Aymen Taher Ahmed al-Ashwal
par: Aymen Taher , Ahmed al-Ashwal
Publié: (2019)
par: Aymen Taher , Ahmed al-Ashwal
Publié: (2019)
Automated intrusion prevention mechanism in enhancing network security / He Xiao Dong
par: He , Xiao Dong
Publié: (2008)
par: He , Xiao Dong
Publié: (2008)
Multithreaded Scalable Matching Algorithm For Intrusion Detection Systems
par: Hnaif, Adnan Ahmad Abdelfattah
Publié: (2010)
par: Hnaif, Adnan Ahmad Abdelfattah
Publié: (2010)
An improved method using fuzzy system based on hybrid boahs for phishing attack detection
par: Noor Syahirah, Nordin
Publié: (2022)
par: Noor Syahirah, Nordin
Publié: (2022)
Effective methods to detect cyberbullying and influential spreaders in an online social network / Mohammed Ali Derhem Al Garadi
par: Mohammed Ali Derhem , Al Garadi
Publié: (2017)
par: Mohammed Ali Derhem , Al Garadi
Publié: (2017)
A lightweight intrusion detection framework using focal loss variational autoencoder for internet of things / Shapla Khanam
par: Shapla , Khanam
Publié: (2022)
par: Shapla , Khanam
Publié: (2022)
Spectrogram based Anomaly Detection Scheme for Internet-of-Things using Deep Convolutional Neural Network
par: Zeeshan, Ahmad
Publié: (2023)
par: Zeeshan, Ahmad
Publié: (2023)
A lightweight host-based intrusion detection system using N-gram and perceptron model for internet of things / Belal Sudqi Abed Saleh Khater
par: Belal Sudqi Abed , Saleh Khater
Publié: (2021)
par: Belal Sudqi Abed , Saleh Khater
Publié: (2021)
Image manipulations analysis and detection methods for reflection-based attacks / Nor Bakiah Abd. Warif
par: Nor Bakiah, Abd. Warif
Publié: (2018)
par: Nor Bakiah, Abd. Warif
Publié: (2018)
Model-based hybrid variational level set method applied to object detection in grey scale images
par: Wang, Jing
Publié: (2024)
par: Wang, Jing
Publié: (2024)
Improved Cheating Detection in Examinations using YOLOv8 with Attention Mechanism
par: YAN, ZUO
Publié: (2025)
par: YAN, ZUO
Publié: (2025)
A proposed memory-based collaborative filtering technique based on a new similarity and MADM methods (CF-NSMA) for improving the recommendation accuracy
par: Al-Bashiri, Hael Abdullah Hussein
Publié: (2019)
par: Al-Bashiri, Hael Abdullah Hussein
Publié: (2019)
A Feature Selection Approach Based On Hybridizing Flower Pollination Algorithm With Particle Swarm Optimization For Enhancing The Performance Of Ipv6 Intrusion Detection System
par: Al Ghuraibawi, Adnan Hasan Bdair
Publié: (2023)
par: Al Ghuraibawi, Adnan Hasan Bdair
Publié: (2023)
A Detection Method for Text Steganalysis Using Evolution Algorithm (EA) Approach
par: Puriwat, Lertkrai
Publié: (2012)
par: Puriwat, Lertkrai
Publié: (2012)
Leveraging proactive flow to improve scalability in software defined networking / Oseghale Osemudiamen Victor
par: Oseghale , Osemudiamen Victor
Publié: (2019)
par: Oseghale , Osemudiamen Victor
Publié: (2019)
Improving Channel Assignment for Vehicular Ad-hoc Sensor Network in Disaster Management System
par: Chiu Shoon, Sia
Publié: (2024)
par: Chiu Shoon, Sia
Publié: (2024)
Automatic detection methods of students’ learning styles in learning management system / Li Ling Xiao
par: Li , Ling Xiao
Publié: (2019)
par: Li , Ling Xiao
Publié: (2019)
A new multi-frames watermarking technique for tamper detection and recovery
par: Khor, Hui Liang
Publié: (2017)
par: Khor, Hui Liang
Publié: (2017)
An Improved Water Quality Prediction Model with Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System Ensemble
par: Yafra, Khan
Publié: (2018)
par: Yafra, Khan
Publié: (2018)
Fuzzy petri nets as a classification method for automatic speech intelligibility detection of children with speech impairments / Fadhilah Rosdi
par: Fadhilah, Rosdi
Publié: (2016)
par: Fadhilah, Rosdi
Publié: (2016)
An enhancement particle-based method for dynamic object tracking
par: Zalili, Musa
Publié: (2016)
par: Zalili, Musa
Publié: (2016)
A controller-agnostic random oracle based intrusion detection method in software defined networks / Adnan
par: Adnan, -
Publié: (2016)
par: Adnan, -
Publié: (2016)
A fast learning network with improved particle swarm optimization for intrusion detection system
par: Ali, Mohammed Hasan
Publié: (2019)
par: Ali, Mohammed Hasan
Publié: (2019)
An information retrieval model based on interaction features and neural networks / Fadel Alhassan
par: Fadel , Alhassan
Publié: (2019)
par: Fadel , Alhassan
Publié: (2019)
Deep learning-based breast cancer detection and classification using histopathology images / Ghulam Murtaza
par: Ghulam , Murtaza
Publié: (2021)
par: Ghulam , Murtaza
Publié: (2021)
Dictionary-based diabetes distress detection mechanism using facebook reactions / Marian Cynthia Martin
par: Marian Cynthia , Martin
Publié: (2020)
par: Marian Cynthia , Martin
Publié: (2020)
A False Alert Reduction And An Alert Score Assessment Framework For Intrusion Alerts
par: Al-Saedi, Karim Hashim Kraidi
Publié: (2013)
par: Al-Saedi, Karim Hashim Kraidi
Publié: (2013)
Enhanced slicing-based anonymization approach for privacy-preserving data publishing with improved data utility
par: Mohammed Mahfoudh, Khamis Binjubeir
Publié: (2024)
par: Mohammed Mahfoudh, Khamis Binjubeir
Publié: (2024)
Lightweight ECC Based Multifactor Authentication Protocol (LEMAP) for Device to Device Cellular Network
par: Rashad Mahmood, Saqib, et autres
Publié: (2022)
par: Rashad Mahmood, Saqib, et autres
Publié: (2022)
Documents similaires
-
Hybrid intelligent approach for network intrusion detection
par: Al-Mohammed, Wael Hasan Ali
Publié: (2015) -
A novel secure mud-based real time intrusion detection and prevention mechanism for IoT network / Noman Mazhar
par: Noman , Mazhar
Publié: (2023) -
An optimized feature set for anomaly-based intrusion detection / Wasswa Hassan
par: Wasswa, Hassan
Publié: (2019) -
Metaheuristic-Based Neural Network
Training And Feature Selector For
Intrusion Detection
par: Ghanem, Waheed Ali Hussein Mohammed
Publié: (2019) -
A mean convolution layer for network intrusion detection systems / Leila Mohammadpour
par: Leila , Mohammadpour
Publié: (2024)