Detail kurzu

AI Integration for Security Workflow Automation (LFWS303)

EDU Trainings s.r.o.

Popis kurzu

Security teams are overwhelmed by alerts, evolving threats, and limited resources. Build the AI-powered automation skills needed to keep up. Learn to design low-code SOC workflows, integrate threat intelligence, and apply LLMs with guardrails to reduce alert fatigue and scale modern security operations. Build automated security workflows, integrate data from multiple sources, and apply LLMs with RAG for investigation and triage. Implement guardrails and create end-to-end pipelines from detection to response.
Move into roles like Senior SOC Analyst, Security Automation Engineer, or Detection Engineer by turning AI and automation into a force multiplier for security operations. Reduce alert noise, accelerate investigations, and build scalable detection and response pipelines.

Obsah kurzu

Foundations & First Workflow


Introduction & Setup
Why Automate Security?




Threat Intelligence Workflow


Concepts
Lab: Build a Threat Intelligence Enrichment Workflow
AI Risks, Guardrails & OWASP Top 10 for LLMs




AI-Powered Threat Analysis with RAG


Concepts
Lab: Add AI-Powered Threat Analysis with RAG and Guardrails
Full Pipeline & Capstone




End-to-End SOC Pipeline


Concepts
Lab: Build an End-to-End SOC Pipeline with a Live SIEM
Challenge: Race to Detect and Respond
Team Presentations




Wrap-Up & Next Steps

Cieľová skupina

For security analysts, SOC and blue team professionals, and security engineers looking to build automation skills and move into higher-impact roles. Also relevant for LLMOps practitioners applying AI in security.
Certifikát Na dotaz.
Hodnotenie




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