Propose a new Firefly-Fast Learning Network model based Intrusion-Detection System

Propose a new Firefly-Fast Learning Network model based Intrusion-Detection System

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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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Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Badran, Mohammed Falih, Moorthy, Kohbalan, Zukifi, Nor Saradatul Akmar, Mohamad, Mohd Saberi, Deris, Safaai, Md.Sahar, Nan
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: Blue Eyes Intelligence Engineering & Sciences Publication 2019
Ábhair:
TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television
Rochtain ar líne:http://eprints.uthm.edu.my/704/1/DNJ9727_7d7fc08ded10dafb3d6ff412d15ccc31.pdf
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Achoimre: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.

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