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 ‘attac...
| Main Authors: | A. M., Aleesa, Zaidan, B. B., Zaidan, A. A., M. Sahar, Nan |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Springer
2020
|
| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/5253/ http://eprints.uthm.edu.my/5253/1/AJ%202020%20%28121%29.pdf |
Similar Items
Review of intrusion detection systems based on deep learning
techniques: coherent taxonomy, challenges, motivations,
recommendations, substantial analysis and future directions
by: Aleesa, A. M., et al.
Published: (2004)
by: Aleesa, A. M., et al.
Published: (2004)
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)
Propose a new Firefly-Fast Learning Network
model based Intrusion-Detection System
by: Badran, Mohammed Falih, et al.
Published: (2019)
by: Badran, Mohammed Falih, et al.
Published: (2019)
Propose a new firefly-fast learning network model based intrusion-detection system
by: Badran, Mohammed Falih, et al.
Published: (2019)
by: Badran, Mohammed Falih, et al.
Published: (2019)
A hybrid approach to intrusion detection and prevention for business intelligence applications
by: Yee, , Chan Gaik, et al.
Published: (2006)
by: Yee, , Chan Gaik, et al.
Published: (2006)
Performance evaluation for different intrusion detection system algorithms using machine learning
by: Zarir, Mustafa Nadhim
Published: (2018)
by: Zarir, Mustafa Nadhim
Published: (2018)
Study On Signature-Based Network Intrusion Detection System For High-Speed Network Using Network Processing Unit (NPU)
by: Salim, Robin
Published: (2007)
by: Salim, Robin
Published: (2007)
Speech enhancement using deep neural network based on mask estimation and harmonic regeneration noise reduction for single channel microphone
by: Md Jamal, Norezmi
Published: (2022)
by: Md Jamal, Norezmi
Published: (2022)
Wideband (22-30ghz) mm-wave substrate integrated waveguide (siw) antenna for 5g application
by: AL-Fadhali, Najib, et al.
Published: (2019)
by: AL-Fadhali, Najib, et al.
Published: (2019)
Four-wave mixing cascades seeded by a multiwavelength brillouin–erbium fiber laser
by: Ahmad, N A B, et al.
Published: (2018)
by: Ahmad, N A B, et al.
Published: (2018)
Wideband millimeter-wave substrate integrated waveguide cavity-backed antenna for satellites communications
by: AL-Fadhali, Najib, et al.
Published: (2020)
by: AL-Fadhali, Najib, et al.
Published: (2020)
Negative refraction metamaterial with low loss property at millimeter wave spectrum
by: Esmail, B. A. F., et al.
Published: (2020)
by: Esmail, B. A. F., et al.
Published: (2020)
POWer adaptive random early detection for DiffServ assured forwarding service classes
by: Ng,, B. K, et al.
Published: (2006)
by: Ng,, B. K, et al.
Published: (2006)
POWARED for Non-Linear Adaptive RED
by: Ng, B.K., et al.
Published: (2005)
by: Ng, B.K., et al.
Published: (2005)
Switchable single-double frequency multi-wavelength Brillouin Raman
fiber laser based on micro-air cavity misalignment
by: Al-Alimi, A. W., et al.
Published: (2022)
by: Al-Alimi, A. W., et al.
Published: (2022)
Bidirectional Antenna for 2.4-ghz WLAN Application Inside Train
by: Mahyeddin, Mohd Eizzuddin, et al.
Published: (2020)
by: Mahyeddin, Mohd Eizzuddin, et al.
Published: (2020)
Multiwavelength fiber laser based on bidirectional lyot filter in conjunction with intensity dependent loss mechanism
by: Sulaiman, A. H., et al.
Published: (2018)
by: Sulaiman, A. H., et al.
Published: (2018)
Intensification of toxic chlorophenolic compounds degradation over
efficient microwave-dried silica-doped tetragonal zirconia nanocatalysts
by: Hassan, N. S., et al.
Published: (2021)
by: Hassan, N. S., et al.
Published: (2021)
Self-Routing For Optical Burst Switched Networks
by: Mellah, H., et al.
Published: (2005)
by: Mellah, H., et al.
Published: (2005)
Impact of fiber chromatic dispersion on the BER performance of an optical CDMA IM/DD transmission system
by: Majumder, Satya Prasad, et al.
Published: (2005)
by: Majumder, Satya Prasad, et al.
Published: (2005)
Staged reservation scheme for optical burst switching networks
by: Abid, A., et al.
Published: (2005)
by: Abid, A., et al.
Published: (2005)
On the congestion control in Optical Burst Switching networks
by: Abid, A., et al.
Published: (2007)
by: Abid, A., et al.
Published: (2007)
Semi-analytical performance analysis of an SCM-WDM PON in the presence of XPM and GVD
by: Abdul Rashid, Hairul Azhar, et al.
Published: (2007)
by: Abdul Rashid, Hairul Azhar, et al.
Published: (2007)
An efficient local search heuristics for asynchronous multiuser detection
by: Lim, Heng Siong, et al.
Published: (2003)
by: Lim, Heng Siong, et al.
Published: (2003)
A genetic local tuning algorithm for a class of combinatorial networks design problems
by: Sayoud, H., et al.
Published: (2001)
by: Sayoud, H., et al.
Published: (2001)
Designing communication network topologies using steady-state genetic algorithms
by: Sayoud, H., et al.
Published: (2001)
by: Sayoud, H., et al.
Published: (2001)
QoS provisioning in OBS networks with an easy improvement to the Staged Reservation Scheme (SRS)
by: Abid, A., et al.
Published: (2005)
by: Abid, A., et al.
Published: (2005)
Frequency reconfiguration mechanism of a PIN diode on a reconfigurable antenna for LTE and WLAN applications
by: Shah, S. M., et al.
Published: (2018)
by: Shah, S. M., et al.
Published: (2018)
Semi-analytical BER performance of a direct detection soliton transmission system
by: Abbou, F. M., et al.
Published: (2006)
by: Abbou, F. M., et al.
Published: (2006)
Degeneration of four wave mixing in 500 m step index two mode fiber
by: Jamaludin, J., et al.
Published: (2016)
by: Jamaludin, J., et al.
Published: (2016)
Substrate integrated waveguide cavity backed frequency
reconfigurable antenna for cognitive radio applies to internet
of things applications
by: AL-Fadhali, Najib, et al.
Published: (2019)
by: AL-Fadhali, Najib, et al.
Published: (2019)
Multiuser detection for DS-CDMA systems using evolutionary programming
by: Lim, H.S., et al.
Published: (2003)
by: Lim, H.S., et al.
Published: (2003)
Low computational complexity for optimizing
energy efficiency in mm-wave hybrid
precoding system for 5G
by: Salh, Adeb, et al.
Published: (2021)
by: Salh, Adeb, et al.
Published: (2021)
Low computational complexity for optimizing energy efficiency in mm-wave hybrid precoding system for 5G
by: Salh, Adeb, et al.
Published: (2021)
by: Salh, Adeb, et al.
Published: (2021)
Prediction and measurement of high frequency radio frequencies in peninsular Malaysia and comparisons with the international reference ionosphere model
by: Malik, R. A, et al.
Published: (2017)
by: Malik, R. A, et al.
Published: (2017)
Dual band dipole antenna with harmonic suppression capability
by: Albishti, Abobaker A Mohammed
Published: (2015)
by: Albishti, Abobaker A Mohammed
Published: (2015)
Impact of random dispersion fluctuations on two-pump fiber optical parametric amplifier performances
by: Othman, N., et al.
Published: (2019)
by: Othman, N., et al.
Published: (2019)
A multiband and wideband frequency reconfigurable slotted bowtie antenna
by: Idris, Izni Husna, et al.
Published: (2020)
by: Idris, Izni Husna, et al.
Published: (2020)
Low loss waveguide-based Butler matrix with
iris coupling control method for millimeterwave
applications
by: W. Almeshehe, Muataz, et al.
Published: (2021)
by: W. Almeshehe, Muataz, et al.
Published: (2021)
A QoS Aware Cluster Head Selection and Hybrid Cryptography Routing Protocol for Enhancingm Efficiency and Security of VANET
by: JUBAIR, MOHAMMED AHMED, et al.
Published: (2022)
by: JUBAIR, MOHAMMED AHMED, et al.
Published: (2022)
Similar Items
-
Review of intrusion detection systems based on deep learning
techniques: coherent taxonomy, challenges, motivations,
recommendations, substantial analysis and future directions
by: Aleesa, A. M., et al.
Published: (2004) -
An intrusion detection system for DDoS flooding attacks on IPv6 networks using deep learning techniques
by: Ahmed Marwan, Idrees Aleesa
Published: (2021) -
Propose a new Firefly-Fast Learning Network
model based Intrusion-Detection System
by: Badran, Mohammed Falih, et al.
Published: (2019) -
Propose a new firefly-fast learning network model based intrusion-detection system
by: Badran, Mohammed Falih, et al.
Published: (2019) -
A hybrid approach to intrusion detection and prevention for business intelligence applications
by: Yee, , Chan Gaik, et al.
Published: (2006)