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Duration 21 hours
Course Outline
The Basics of Detection Engineering
- Core principles and key responsibilities
- The full cycle of detection engineering
- Essential tools and sources of telemetry
Grasping Log Sources
- Endpoint logs and related event artifacts
- Network traffic patterns and flow data
- Logs from cloud services and identity providers
Integrating Threat Intelligence
- Various categories of threat intelligence
- Utilizing TI to guide detection design
- Connecting threats to pertinent log sources
Crafting Robust Detection Rules
- Rule logic and structural patterns
- Distinguishing between behavioral and signature-based detection
- Applying Sigma, Elastic, and SO rules
Refining and Optimizing Alerts
- Reducing the occurrence of false positives
- Continuous refinement of rules
- Comprehending alert context and threshold settings
Investigation Methodologies
- Verifying detection validity
- Pivoting between various data sources
- Recording findings and investigation notes
Implementing Detections Operationally
- Managing versions and changes
- Deploying rules to production environments
- Tracking rule performance over time
Advanced Topics for Junior Engineers
- Alignment with MITRE ATT&CK
- Data normalization and parsing techniques
- Opportunities for automation in detection processes
Wrap-up and Future Directions
Requirements
- A solid grasp of fundamental networking concepts
- Practical experience with operating systems like Windows or Linux
- Knowledge of basic cybersecurity terminology
Target Audience
- Junior analysts keen on security monitoring
- New members joining SOC teams
- IT professionals transitioning into detection engineering
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.