Improved TLBO-JAYA Algorithm for Subset Feature Selection and Parameter Optimisation in Intrusion Detection System

• Main Authors: Aljanabi, Mohammad, Mohd Arfian, Ismail, Mezhuyev, Vitaliy
• Format: Article
• Language: English
• Published: Hindawi 2020
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://umpir.ump.edu.my/id/eprint/30640/1/Improved%20TLBO-JAYA%20Algorithm.pdf; http://umpir.ump.edu.my/id/eprint/30640/; https://doi.org/10.1155/2020/5287684; https://doi.org/10.1155/2020/5287684
• Institution: Universiti Malaysia Pahang

Many optimisation-based intrusion detection algorithms have been developed and are widely used for intrusion identification. This condition is attributed to the increasing number of audit data features and the decreasing performance of human-based smart intrusion detection systems regarding classifi...