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Advanced Specialized Path

Detection Engineer Training

BlueCyber's Detection Engineering program trains you to design, build, and optimize threat detection logic. Master custom detection rules, MITRE ATT&CK mapping, SIEM correlation, and threat-informed defense in 8-12 weeks of hands-on development.

Detection engineer building custom threat detection rules and logic

Detection Engineering Skills

Build proactive, threat-informed defenses

Detection Logic Development

Design and implement custom detection rules in Splunk, Sentinel, and EDR platforms. Build correlation searches and behavioral analytics.

MITRE ATT&CK Mapping

Map detections to MITRE ATT&CK tactics and techniques. Build coverage matrices and identify detection gaps.

Detection Optimization

Tune detections to reduce false positives, improve performance, and maximize signal-to-noise ratio.

Threat Intelligence Integration

Integrate threat intel feeds, build IOC detections, and implement threat-informed detection strategies.

Core Curriculum

Detection engineering fundamentals and methodology
MITRE ATT&CK framework deep-dive and coverage mapping
Adversary emulation and purple team exercises
SIEM correlation logic: Splunk SPL and Sentinel KQL
EDR detection rules: Defender, CrowdStrike, SentinelOne
Behavioral analytics and anomaly detection
Threat intelligence integration and IOC automation
False positive reduction and detection tuning
Detection as code: version control and CI/CD
Building and maintaining detection libraries

Detection Development Process

1

Research Adversary TTPs

Understand attack techniques, data sources, and detection opportunities using MITRE ATT&CK and threat intelligence.

2

Design Detection Logic

Write detection queries, define thresholds, and identify required data sources and log types.

3

Test & Validate

Emulate attacks to test detections, validate true positive rates, and measure performance impact.

4

Deploy & Monitor

Deploy to production, monitor false positive rates, and iterate based on analyst feedback.

Hands-On Detection Projects

Lateral Movement Detection Library

Build comprehensive lateral movement detections: PsExec, WMI, RDP, pass-the-hash, pass-the-ticket. Map to MITRE ATT&CK and test with attack simulation.

SplunkSentinelMITRE ATT&CK

Behavioral Analytics for Insider Threats

Design behavioral detections for data exfiltration: abnormal file access, large downloads, USB usage, cloud storage uploads, and after-hours activity.

Behavioral AnalyticsUEBA

Cloud Detection Engineering

Build detections for AWS, Azure, and GCP: IAM privilege escalation, unusual API calls, data exfiltration from storage, and compromised service accounts.

AWSAzureGCP

Threat Intel Automation Pipeline

Build automated IOC ingestion from threat intel feeds (STIX/TAXII), enrich with context, and generate detection rules for SIEM and EDR platforms.

PythonThreat IntelAutomation

Detection Engineer Career Path

Detection Engineers typically advance from SOC analyst roles after mastering SIEM operations and threat analysis. Career progression:

1

SOC Analyst L1/L2

Build foundation in SIEM operations and threat analysis

2

Detection Engineer (You are here)

Build and optimize detection logic

3

Senior Detection Engineer / Detection Lead

Lead detection engineering program, mentor team

4

Purple Team Lead / Threat Detection Manager

Coordinate offensive and defensive security programs

Frequently Asked Questions

What's the difference between Detection Engineer and SOC Analyst?

SOC analysts respond to alerts. Detection engineers build the alerts—designing detection logic, tuning rules, reducing false positives, and ensuring comprehensive threat coverage. It's a proactive, engineering-focused role.

Do I need programming skills?

Yes, basic scripting is essential. You'll need Python or PowerShell for automation and SIEM query languages (SPL, KQL). We teach detection logic development throughout the course, but comfort with code helps.

Is MITRE ATT&CK experience required?

No, but familiarity helps. We teach MITRE ATT&CK framework comprehensively: tactics, techniques, detection coverage mapping, and how to build threat-informed detection strategies.

Will I learn to build detections for all SIEMs?

We focus on Splunk and Microsoft Sentinel (most common), but teach transferable detection engineering principles. Once you understand detection logic and adversary behaviors, you can adapt to any SIEM or EDR platform.

Become a Detection Engineer

Build threat-informed detections and optimize your SOC's defensive capabilities.