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SIEM, SOAR and Adaptive Security Operations

Examining where detection, orchestration and analyst workflows remain fragmented, rigid or difficult to maintain.

SIEMSOARSecurity AutomationDetection Engineering

Research direction

SIEM platforms centralize security telemetry and detection, while SOAR platforms coordinate workflows and response. In practice, teams may still face data-integration complexity, noisy alerts, rigid playbooks, context switching and maintenance overhead.

Areas under review

  • Log normalization and heterogeneous data sources.
  • Rule dependence and detection maintenance.
  • False-positive reduction and alert prioritization.
  • Playbook usability and configuration requirements.
  • Analyst trust, override and feedback.
  • Integration of adaptive and explainable assistance.

Practical objective

The research is intended to identify improvements that can be translated into architecture decisions, prototypes and evaluation criteria.

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