~/talk

Cloud data and AI security in 2024: What you need to know

Talkat AWS re:Inforce 2024 · 2024-06-10..06-12· [security, data-engineering]
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Claims that 90% can't answer what data exists and that a typical enterprise owns ~20 data store types guide a demo of automated discovery that snapshots and scans disks (no connection strings), deploys an outpost per region, and classifies structured and unstructured data. Findings include 45–50% of data stores unused, orphan snapshots and public files, DDR rules that flag mass downloads or ransomware in near real time, AI coverage (95% of AI trained in cloud) and an ASPM beta that found a public model trained on sensitive data.

AI-written summary · about

  1. 0:00Introduction to data security
  2. 1:54Fragmentation challenges
  3. 3:46Discovery and classification
  4. 6:17Contextualizing data risk
  5. 7:36Detection and response
  6. 9:04Technology and architecture
  7. 10:17Data security dashboard demo
  8. 11:52Data analysis in action
  9. 15:25Monitoring data activity
  10. 16:59Risk assessment and policy
  11. 19:17Data map and hotspot analysis
  12. 21:38AI application security
  13. 24:53DDR policy and automation
  14. 27:38ZoomInfo security journey
  15. 30:31Data governance importance
  16. 32:35Breach readiness strategies
  17. 34:42Selecting a security vendor
  18. 37:07Velocity in data security
  19. 38:29AI as a data problem
  20. 40:39Responsible AI practices
  21. 42:29Implementation tips and talent
  22. 44:01Data security organizational
  23. 49:01Automation and conclusion
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