A hybrid particle swarm optimization - extreme learning machine approach for intrusion detection system

• Main Authors: M.H., Ali, Mohamad, Fadlizolkipi, Ahmad Firdaus, Zainal Abidin, Nik Zulkarnaen, Khidzir
• Format: Conference or Workshop Item
• Language: English
• Published: IEEE 2018
• Subjects: QA Mathematics; TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/25403/1/A%20hybrid%20particle%20swarm%20optimization%20-%20extreme%20learning%20.pdf; http://umpir.ump.edu.my/id/eprint/25403/; https://doi.org/10.1109/SCORED.2018.8711287

There are several limitations that facing intrusion-detection system in current days, such as high rates of false positive alerts, low detection rates of rare but dangerous attacks. Daily, there are reports of incidents such as major ex-filtration of data for the purposes of stealing identities. Hyb...