Learn to build a simplified AI-powered SIEM system using Python for log analysis and anomaly detection. The tutorial covers log ingestion, anomaly detection with a lightweight machine learning model (Isolation Forest), and potential automated responses to detected anomalies, enhancing security monitoring with AI technology.
Table of contents
Table of ContentsWhat Are SIEM Systems?PrerequisitesSetting Up the ProjectImplementing Log AnalysisHow to Build the Anomaly Detection ModelTesting and Visualizing ResultsAutomated Response PossibilitiesConclusionSort: