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 sti...
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| Format: | Article |
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Blue Eyes Intelligence Engineering & Sciences Publication
2019
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| Online Access: | http://eprints.uthm.edu.my/4730/ https://dx.doi.org/ 10.35940/ijitee.L1027.10812S219 |
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| _version_ | 1833417673245982720 |
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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-4730 |
| institution | Universiti Tun Hussein Onn Malaysia |
| publishDate | 2019 |
| publisher | Blue Eyes Intelligence Engineering & Sciences Publication |
| record_format | eprints |
| spelling | my.uthm.eprints-47302021-12-16T02:16:39Z http://eprints.uthm.edu.my/4730/ 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 T Technology (General) 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 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 (12S2). pp. 146-152. ISSN 2278-3075 https://dx.doi.org/ 10.35940/ijitee.L1027.10812S219 |
| spellingShingle | T Technology (General) 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 | T Technology (General) TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television |
| url | http://eprints.uthm.edu.my/4730/ https://dx.doi.org/ 10.35940/ijitee.L1027.10812S219 |
| url_provider | http://eprints.uthm.edu.my/ |