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Duration 21 hours
Course Outline
Core Foundations of Detection Engineering
- Fundamental concepts and professional responsibilities
- The end-to-end detection engineering lifecycle
- Essential tools and telemetry origins
Decoding Log Sources
- Endpoint logs and event-generated artifacts
- Network traffic patterns and flow data
- Logs from cloud services and identity providers
Leveraging Threat Intelligence for Detection
- Categories of threat intelligence
- Utilizing TI to guide detection architecture
- Aligning threats with pertinent log sources
Constructing High-Quality Detection Rules
- Rule logic and structural patterns
- Identifying behavioral versus signature-based anomalies
- Implementing Sigma, Elastic, and SO rules
Tuning and Optimizing Alerts
- Strategies for reducing false positives
- Continuous refinement of rules
- Comprehending alert context and threshold settings
Advanced Investigation Methods
- Verification of detections
- Cross-referencing data across multiple sources
- Recording findings and investigation documentation
Implementing Detections Operationally
- Version control and change management processes
- Rolling out rules to production environments
- Tracking rule performance over extended periods
Progressive Concepts for Junior Engineers
- Alignment with MITRE ATT&CK frameworks
- Data standardization and parsing techniques
- Identifying automation potential in detection pipelines
Recap and Future Directions
Requirements
- Basic knowledge of networking principles
- Practical experience operating systems like Windows or Linux
- Acquaintance with core cybersecurity terminology
Target Audience
- Junior analysts with an interest in security monitoring
- Newly appointed 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.