2 papers
cs.CR2026
Fine-Tuning Small Language Models for Solution-Oriented Windows Event Log Analysis
Siraaj Akhtar, Saad Khan, Simon Parkinson
Large language models (LLMs) have shown promise for event log analysis, but their high computational requirements, reliance on cloud infrastructure, and security concerns limit pra…
cs.AI2025
LLM-based event log analysis techniques: A survey
Siraaj Akhtar, Saad Khan, Simon Parkinson
Event log analysis is an important task that security professionals undertake. Event logs record key information on activities that occur on computing devices, and due to the subst…