~/talk

Reinforce AI security: Protecting AI applications, models, and data

Talkat AWS re:Inforce 2024 · 2024-06-10..06-12· [security, ai-assisted-development]
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slides:none on file

Palo Alto Networks unveils three products—AI Access, AI-SPM, AI Runtime Security—that claim real-time discovery of apps, models and datasets, Terraform-based onboarding to Strata Cloud Manager and AWS Bedrock, and gateway-load-balancer autoscaled instances to intercept app↔model traffic. Claims include blocking prompt injection and model DoS, preventing data exfiltration with 1,000+ data patterns, and using Precision AI (the same tech that defends 7.6 billion attacks/day). Cited risks: 250M AI users, ~2,400 AI apps, 80% of public models easily jailbroken, 400k Hugging Face models added last year. Available July.

AI-written summary · about

  1. 0:00Introduction to AI Security
  2. 1:34AI Adoption Risks and Trends
  3. 4:07Secure AI by Design Platform
  4. 5:50AI Access Security
  5. 8:30Protecting Enterprise AI Apps
  6. 10:45AI Security Management
  7. 14:04Infrastructure and Supply Risks
  8. 16:31Runtime Threats and Solutions
  9. 20:33AI Runtime Security Demo
  10. 23:41Advanced Model Protection
  11. 25:21Securing RAG Applications
  12. 28:32Product Management Dashboard
  13. 34:14Conclusion and Next Steps
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