SecEncoder: A Specialized Language Model for Security Log Analysis

Pretraining a specialized language model on security logs significantly improves performance on various security tasks, including log analysis, anomaly detection, and incident classification, suggesting that domain-specific language models are crucial for addressing security challenges.