NLLog Details Lightweight SOC Anomaly Detection
NLLog is a new system for lightweight, explainable SOC anomaly detection. It uses log-to-language rewriting to overcome the limitations of rigid, template-based log formats. The system aims to improve security monitoring capabilities.
Topics
Developing
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Sources · 7 independent
Modernity/arxiv
“NLLog: Lightweight, Explainable SOC Anomaly Detection via Log-to-Language Rewriting. Authors: Samuel Ndichu, Tao Ban, Seiichi Ozawa, Takeshi Takahashi, Daisuke Inoue Abstract: System-generated logs underpin security monitoring, yet their rigid template-based format hinders both autom...”
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