Hybridization of K-Means and Firefly Algorithm for intrusion detection system

• Published in: International journal of system assurance engineering and management Vol. 9; no. 4; pp. 901 - 910
• Main Authors: Kaur, Arvinder, Pal, Saibal K., Singh, Amrit Pal
• Format: Journal Article
• Language: English
• Published: New Delhi Springer India 01.08.2018; Springer Nature B.V
• Subjects: Algorithms; Clustering; Cybersecurity; Engineering; Engineering Economics; Flashing; Heuristic methods; Intrusion detection systems; Logistics; Marketing; Organization; Original Article; Quality Control; Reliability; Safety and Risk; Firefly Algorithm; NSL-KDD; K-Means; Intrusion detection system

During the last decade, anomaly detection has attracted the attention of many researchers to overcome the weakness of signature-based IDSs in detecting novel attacks. Indeed, it is difficult to provide secure information systems and to maintain them in a secure state during their lifetime. An IDS is...