Benchmarking Large Language Models for Log Analysis, Security, and Interpretation
Abstract Large Language Models (LLM) continue to demonstrate their utility in a variety of
emergent capabilities in different fields. An area that could benefit from effective language …
emergent capabilities in different fields. An area that could benefit from effective language …
Large language models and unsupervised feature learning: implications for log analysis
Log file analysis is increasingly being addressed through the use of large language models
(LLM). LLM provides the mechanism for discovering embeddings for distinguishing between …
(LLM). LLM provides the mechanism for discovering embeddings for distinguishing between …
Exploring syntactical features for anomaly detection in application logs
In this research, we analyze the effect of lightweight syntactical feature extraction techniques
from the field of information retrieval for log abstraction in information security. To this end …
from the field of information retrieval for log abstraction in information security. To this end …