~/talk

Fight Smarter: Accelerate Your SOC with AI Discovered Attacks

Talkat RSA Conference 2024 · 2024-05-06..05-09· [ai-assisted-development, security]
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Elastic shows an actual pipeline: ingest alerts (including SentinelOne), run retrieval augmented generation against a vector store, and collapse 114 noisy alerts to one discovery made of 11 alerts, with a natural‑language summary, MITRE ATT&CK chain, an automated remediation plan, one‑click case creation and an ESQL hunt query that runs on the timeline. The demo uses public LLMs (GPT‑4/Claude/Mistral options), is rolling out as Attack Discovery in technical preview, and the live demo succeeds at prioritizing and operationalizing real detections.

AI-written summary · about

  1. 0:00The challenge of alert fatigue
  2. 3:09Evolving the SOC with AI
  3. 7:29Retrieval augmented generation
  4. 10:43Addressing AI concerns
  5. 14:01Attack discovery demo
  6. 25:40Elastic security ecosystem
  7. 27:19Q&A and closing discussion
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