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Attack Path Discovery for Intelligent Alert Triage

What You’ll Learn:

  • Vertical vs. Horizontal Hunting: How to automate the search for privilege escalation (vertical) and lateral movement (horizontal) simultaneously.
  • The Problem with General LLMs: Why generic AI models hallucinate in the SOC, and how training on MITRE ATT&CK and real telemetry grounds the model in reality.
  • Retiring the Playbook: Why hard-coded “if-this-then-that” logic cannot catch novel threats, and how APD adapts dynamically to new attack patterns.
  • Breakout Time Metrics: Moving your KPIs from “Time to Respond” to “Breakout Time”—beating the adversary before they pivot.
  • Operational Roadmap: A step-by-step guide to integrating APD into your existing operational workflow.

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