Review of intrusion detection systems based on deep learning techniques: coherent taxonomy, challenges, motivations, recommendations, substantial analysis and future directions
This study reviews and analyses the research landscape for intrusion detection systems (IDSs) based on deep learning (DL) techniques into a coherent taxonomy and identifies the gap in this pivotal research area. The focus is on articles related to the keywords ‘deep learning’, ‘intrusion’ and ‘att...
| Main Authors: | Aleesa, A. M., Zaidan, B. B., Zaidan, A. A, Mad Sahar, Nan |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Springer
2004
|
| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/610/ http://eprints.uthm.edu.my/610/1/DNJ9611_5742e4b22091ada1af8eb93296b4e73c.pdf |
Similar Items
Review of intrusion detection systems based on deep learning techniques: coherent taxonomy, challenges, motivations, recommendations, substantial analysis and future directions
by: A. M., Aleesa, et al.
Published: (2020)
by: A. M., Aleesa, et al.
Published: (2020)
Review of the research landscape of multi-criteria evaluation and bench- marking processes for many-objective optimisation methods: coherent taxonomy, challenges and recommended solution
by: Mohammed, R. T., et al.
Published: (2020)
by: Mohammed, R. T., et al.
Published: (2020)
A review of data analysis for early-childhood period: taxonomy, motivations, challenges, recommendation, and methodological aspects
by: Alamoodi, A. H., et al.
Published: (2019)
by: Alamoodi, A. H., et al.
Published: (2019)
A systematic review on cardiovascular stent and stenting failure: coherent taxonomy, performance measures, motivations, open challenges and recommendations
by: Kareem, A. K., et al.
Published: (2022)
by: Kareem, A. K., et al.
Published: (2022)
An intrusion detection system for DDoS flooding attacks on IPv6 networks using deep learning techniques
by: Ahmed Marwan, Idrees Aleesa
Published: (2021)
by: Ahmed Marwan, Idrees Aleesa
Published: (2021)
Energy efficiency in sustainable buildings: a systematic review with taxonomy, challenges, motivations, methodological aspects, recommendations, and pathways for future research
by: Hafez, Fatma S., et al.
Published: (2023)
by: Hafez, Fatma S., et al.
Published: (2023)
From Intrusion Detection to an Intrusion Response System: Fundamentals, Requirements, and Future Directions
by: Shahid, Anwar, et al.
Published: (2017)
by: Shahid, Anwar, et al.
Published: (2017)
Review of healthcare industry 4.0 application-based blockchain in terms of security and privacy development attributes: comprehensive taxonomy, open issues and challenges and recommended solution
by: Qahtan, Sarah, et al.
Published: (2023)
by: Qahtan, Sarah, et al.
Published: (2023)
A review of urban farming research: taxonomy, challenges and future research direction
by: Siti Aisyah Salim,, et al.
Published: (2019)
by: Siti Aisyah Salim,, et al.
Published: (2019)
Environmental Risks in Supply Chain: Recommendations and Directions for Future Research
by: Arwa, Mukhtar, et al.
Published: (2019)
by: Arwa, Mukhtar, et al.
Published: (2019)
Intrusion-detection system based on hybrid models: review paper
by: Badran, Mohammed Falih, et al.
Published: (2020)
by: Badran, Mohammed Falih, et al.
Published: (2020)
Product Recommendation System (Targeted Recommendation using Deep Learning in Computer Vision)
by: Sharvinteraan, C. Mogan
Published: (2023)
by: Sharvinteraan, C. Mogan
Published: (2023)
Assessing management costs and tenant outcomes in social housing: recommended methods and future directions
by: Pawson, H., et al.
Published: (2015)
by: Pawson, H., et al.
Published: (2015)
Multiobjective deep reinforcement learning for recommendation systems
by: Ee, Yeo Keat, et al.
Published: (2022)
by: Ee, Yeo Keat, et al.
Published: (2022)
Challenges of hidden data in the unused area two within executable files
by: Naji, Ahmed Wathik, et al.
Published: (2009)
by: Naji, Ahmed Wathik, et al.
Published: (2009)
Product recommendation using deep learning in computer vision
by: Mogan, Sharvinteraan Carberry, et al.
Published: (2023)
by: Mogan, Sharvinteraan Carberry, et al.
Published: (2023)
Multi-objective deep reinforcement learning for recommendation systems
by: Keat, Ee Yeo, et al.
Published: (2022)
by: Keat, Ee Yeo, et al.
Published: (2022)
Plant taxonomy in Malaysia: an appraisal
by: Latiff A.,
Published: (2016)
by: Latiff A.,
Published: (2016)
Transition to e-learning in a Malaysian dental school during Covid-19 pandemic: Faculty experiences and future recommendations / Sahar Fatima
by: Sahar , Fatima
Published: (2021)
by: Sahar , Fatima
Published: (2021)
Risk management for safety operation utilizing virtual reality simulation supported by intelligent HAZOP analysis
by: Mad Sahar, Nan
Published: (2010)
by: Mad Sahar, Nan
Published: (2010)
Travellers with disabilities: a substantial and growing tourism niche market
by: Robinson, Neil, et al.
Published: (2007)
by: Robinson, Neil, et al.
Published: (2007)
Neighbourhood renewal programs produce substantial non-housing benefits
by: Wood, Gavin
Published: (2014)
by: Wood, Gavin
Published: (2014)
Determination of substantial chemical compounds of agarwood oil for quality grading
by: Mohamad Hushnie, Haron, et al.
Published: (2020)
by: Mohamad Hushnie, Haron, et al.
Published: (2020)
Deep learning-based recommendation system: systematic review and classification
by: Li, Caiwen, et al.
Published: (2023)
by: Li, Caiwen, et al.
Published: (2023)
Segmentation and classification of skin cancer diseases based on deep learning: challenges and future directions
by: Dira Khalaf, Abdulrahman, et al.
Published: (2025)
by: Dira Khalaf, Abdulrahman, et al.
Published: (2025)
Non-intrusive eye gaze direction tracking using color segmentation and Hough Transform
by: Bong, David B L, et al.
Published: (2007)
by: Bong, David B L, et al.
Published: (2007)
Optical coherence elastography: Strain imaging in tissue using optical coherence tomography
by: Kennedy, B., et al.
Published: (2012)
by: Kennedy, B., et al.
Published: (2012)
Formulation and substantiation of homemade complementary baby food by selective feeding trial
by: Hakim, Md. Abdul, et al.
Published: (2013)
by: Hakim, Md. Abdul, et al.
Published: (2013)
Formulation and substantiation of homemade complementary baby food by selective feeding trial
by: Hakim, Md. Abdul, et al.
Published: (2013)
by: Hakim, Md. Abdul, et al.
Published: (2013)
Substantial consequences and factors leading towards construction project success and failure
by: V. Doraisamy, Sunitha, et al.
Published: (2015)
by: V. Doraisamy, Sunitha, et al.
Published: (2015)
A coherent knowledge-driven deep learning model for idiomatic - aware sentiment analysis of unstructured text using Bert transformer
by: Bashar M. A., Tahayna
Published: (2023)
by: Bashar M. A., Tahayna
Published: (2023)
Trends in IoT intrusion detection: A bibliometric analysis of deep learning approaches
by: Amir Muhammad Hafiz, Othman, et al.
Published: (2025)
by: Amir Muhammad Hafiz, Othman, et al.
Published: (2025)
Future direction of R&D in carbon membranes for gas separation
by: Ismail, A. F., et al.
Published: (2003)
by: Ismail, A. F., et al.
Published: (2003)
Deep reinforcement learning approaches for multi-objective problem in Recommender Systems
by: Ee, Yeo Keat
Published: (2022)
by: Ee, Yeo Keat
Published: (2022)
New system for secure cover file of hidden data in the image page within executable file using statistical Steganography Techniques
by: Islam, Md. Rafiqul, et al.
Published: (2009)
by: Islam, Md. Rafiqul, et al.
Published: (2009)
Optimizing security and flexibility by designing a high security system for e-government servers
by: Abdul Talib, Yurita Yakimin, et al.
Published: (2009)
by: Abdul Talib, Yurita Yakimin, et al.
Published: (2009)
Colloquium: quantum coherence as a resource
by: Streltsov, Alexander, et al.
Published: (2017)
by: Streltsov, Alexander, et al.
Published: (2017)
Robustness of coherence: an operational and observable measure of quantum coherence
by: Napoli, Carmine, et al.
Published: (2016)
by: Napoli, Carmine, et al.
Published: (2016)
Schottarum (Schismatoglottideae: Araceae) substantiated based on combined nuclear and plastid DNA sequences
by: Shook Ling, Low,, et al.
Published: (2013)
by: Shook Ling, Low,, et al.
Published: (2013)
Future directions
by: Mohd Aman, Azana Hafizah, et al.
Published: (2011)
by: Mohd Aman, Azana Hafizah, et al.
Published: (2011)
Similar Items
-
Review of intrusion detection systems based on deep learning techniques: coherent taxonomy, challenges, motivations, recommendations, substantial analysis and future directions
by: A. M., Aleesa, et al.
Published: (2020) -
Review of the research landscape of multi-criteria evaluation and bench- marking processes for many-objective optimisation methods: coherent taxonomy, challenges and recommended solution
by: Mohammed, R. T., et al.
Published: (2020) -
A review of data analysis for early-childhood period: taxonomy, motivations, challenges, recommendation, and methodological aspects
by: Alamoodi, A. H., et al.
Published: (2019) -
A systematic review on cardiovascular stent and stenting failure: coherent taxonomy, performance measures, motivations, open challenges and recommendations
by: Kareem, A. K., et al.
Published: (2022) -
An intrusion detection system for DDoS flooding attacks on IPv6 networks using deep learning techniques
by: Ahmed Marwan, Idrees Aleesa
Published: (2021)