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Duration 21 hours
Course Outline
Core Principles of Detection Engineering
- Essential concepts and roles
- The detection engineering lifecycle
- Primary tools and telemetry inputs
Identifying Log Sources
- Endpoint logs and event records
- Network traffic and flow records
- Cloud and identity provider logs
Leveraging Threat Intelligence for Detection
- Categorizations of threat intelligence
- Applying TI to guide detection design
- Correlating threats with specific log sources
Creating High-Impact Detection Rules
- Rule logic and pattern frameworks
- Distinguishing between behavioral and signature-based threats
- Utilizing Sigma, Elastic, and SO rules
Alert Calibration and Enhancement
- Reducing false positives
- Continuous rule refinement
- Interpreting alert context and thresholds
Investigative Techniques
- Verifying detections
- Tracing incidents across multiple data sources
- Recording findings and investigation details
Implementing Detections in Production
- Version control and change management
- Rolling out rules to production environments
- Tracking rule performance over time
Advanced Insights for Junior Engineers
- Alignment with MITRE ATT&CK
- Data normalization and parsing techniques
- Opportunities for automation in detection processes
Conclusion and Future Directions
Requirements
- Basic knowledge of networking principles
- Practical experience with operating systems such as Windows or Linux
- Understanding of core cybersecurity terminology
Target Audience
- Junior analysts with an interest in security monitoring
- Newly joined SOC team members
- IT professionals transitioning into detection engineering roles
Testimonials (2)
Clarity and pace of explanations
Federica Galeazzi - Aethra Telecomunications SRL
Course - AI-Powered Cybersecurity: Advanced Threat Detection & Response
It did give me the insight what I needed :) I am starting teaching on a BTEC Level 3 qualification and wanted to widen my knowledge in this area.