A feature selection algorithm for intrusion detection system based on Pigeon Inspired Optimizer

• Published in: Expert systems with applications Vol. 148; p. 113249
• Main Authors: Alazzam, Hadeel, Sharieh, Ahmad, Sabri, Khair Eddin
• Format: Journal Article
• Language: English
• Published: New York Elsevier Ltd 15.06.2020; Elsevier BV
• Subjects: Algorithms; Feature selection; Intrusion Detection System; Intrusion detection systems; KDDCUP; Machine learning; Model accuracy; Pigeon Inspired Optimizer; 99-00; Feature selection; KDDCUP; 00-01; Intrusion Detection System; Pigeon Inspired Optimizer
• ISSN: 0957-4174; 1873-6793
• DOI: 10.1016/j.eswa.2020.113249

•A summary of feature selection algorithms for intrusion detection system.•A feature selection pigeon optimizer algorithm for intrusion detection system.•A new way to binarize a continuous meta-heuristic algorithm for a discrete problem. Feature selection plays a vital role in building machine learn...