Propose a new Firefly-Fast Learning Network model based Intrusion-Detection System
Currently, effective Intrusion-detection systems (IDS) still represent one of the important security tools. However, hybrid models based on the IDS achieve better results compared with intrusion detection based on a single algorithm. But even so, the hybrid models based on traditional algorithms...
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| Format: | Article |
| Language: | en |
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Blue Eyes Intelligence Engineering & Sciences Publication
2019
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| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/704/1/DNJ9727_7d7fc08ded10dafb3d6ff412d15ccc31.pdf http://eprints.uthm.edu.my/704/ https://doi.org/10.35940/ijitee.L1027.10812S219 |
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| author | Badran, Mohammed Falih Moorthy, Kohbalan Zukifi, Nor Saradatul Akmar Mohamad, Mohd Saberi Deris, Safaai Md.Sahar, Nan |
| author_facet | Badran, Mohammed Falih Moorthy, Kohbalan Zukifi, Nor Saradatul Akmar Mohamad, Mohd Saberi Deris, Safaai Md.Sahar, Nan |
| author_sort | Badran, Mohammed Falih |
| building | UTHM Library |
| collection | Institutional Repository |
| content_provider | Universiti Tun Hussein Onn Malaysia |
| content_source | UTHM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Currently, effective Intrusion-detection systems
(IDS) still represent one of the important security tools. However,
hybrid models based on the IDS achieve better results compared
with intrusion detection based on a single algorithm. But even so,
the hybrid models based on traditional algorithms still face
different limitations. This work is focused on providing two main
goals; firstly, analysis based on the main methods and limitations
of the most-recent hybrid model-based on intrusion detection,
secondly, to propose a novel hybrid IDS model called FA-FLN
based on the Firefly algorithm and Fast Learning Network. |
| format | Article |
| id | my.uthm.eprints-704 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | en |
| publishDate | 2019 |
| publisher | Blue Eyes Intelligence Engineering & Sciences Publication |
| record_format | eprints |
| spelling | my.uthm.eprints-7042021-10-17T06:12:37Z http://eprints.uthm.edu.my/704/ Propose a new Firefly-Fast Learning Network model based Intrusion-Detection System Badran, Mohammed Falih Moorthy, Kohbalan Zukifi, Nor Saradatul Akmar Mohamad, Mohd Saberi Deris, Safaai Md.Sahar, Nan TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television Currently, effective Intrusion-detection systems (IDS) still represent one of the important security tools. However, hybrid models based on the IDS achieve better results compared with intrusion detection based on a single algorithm. But even so, the hybrid models based on traditional algorithms still face different limitations. This work is focused on providing two main goals; firstly, analysis based on the main methods and limitations of the most-recent hybrid model-based on intrusion detection, secondly, to propose a novel hybrid IDS model called FA-FLN based on the Firefly algorithm and Fast Learning Network. Blue Eyes Intelligence Engineering & Sciences Publication 2019 Article PeerReviewed text en http://eprints.uthm.edu.my/704/1/DNJ9727_7d7fc08ded10dafb3d6ff412d15ccc31.pdf Badran, Mohammed Falih and Moorthy, Kohbalan and Zukifi, Nor Saradatul Akmar and Mohamad, Mohd Saberi and Deris, Safaai and Md.Sahar, Nan (2019) Propose a new Firefly-Fast Learning Network model based Intrusion-Detection System. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8 (1252). pp. 146-152. ISSN 2278-3075 https://doi.org/10.35940/ijitee.L1027.10812S219 |
| spellingShingle | TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television Badran, Mohammed Falih Moorthy, Kohbalan Zukifi, Nor Saradatul Akmar Mohamad, Mohd Saberi Deris, Safaai Md.Sahar, Nan Propose a new Firefly-Fast Learning Network model based Intrusion-Detection System |
| title | Propose a new Firefly-Fast Learning Network
model based Intrusion-Detection System |
| title_full | Propose a new Firefly-Fast Learning Network
model based Intrusion-Detection System |
| title_fullStr | Propose a new Firefly-Fast Learning Network
model based Intrusion-Detection System |
| title_full_unstemmed | Propose a new Firefly-Fast Learning Network
model based Intrusion-Detection System |
| title_short | Propose a new Firefly-Fast Learning Network
model based Intrusion-Detection System |
| title_sort | propose a new firefly-fast learning network
model based intrusion-detection system |
| topic | TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television |
| url | http://eprints.uthm.edu.my/704/1/DNJ9727_7d7fc08ded10dafb3d6ff412d15ccc31.pdf http://eprints.uthm.edu.my/704/ https://doi.org/10.35940/ijitee.L1027.10812S219 |
| url_provider | http://eprints.uthm.edu.my/ |