Exploring syntactical features for anomaly detection in application logs. - Rafael Copstein; Egil Karlsen; Jeff Schwartzentruber; Nur Zincir-Heywood; Malcolm I. Heywood (it Inf. Technol., 2022)

Benchmarking Large Language Models for Log Analysis, Security, and Interpretation. - Egil Karlsen; Xiao Luo 002; Nur Zincir-Heywood; Malcolm I. Heywood (J. Netw. Syst. Manag., 2024)

Large language models and unsupervised feature learning: implications for log analysis. - Egil Karlsen; Xiao Luo 002; Nur Zincir-Heywood; Malcolm I. Heywood (Ann. des Télécommunications, 2024)