~/talk

Deep dive into Amazon Bedrock security architecture

Talkat AWS re:Inforce 2024 · 2024-06-10..06-12· [large-language-models, security]
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Amazon Bedrock hosts vendor model weights inside AWS, encrypts with Amazon KMS and TLS 1.2, and enforces IAM, CloudWatch and CloudTrail logging and VPC PrivateLink so nothing leaves the AWS region. Fine tuning runs as a SageMaker job that reads customer S3, places an ENI inside your VPC, writes tuned artifacts to a model account and never writes back to customer buckets. Two compute modes exist: on‑demand and provisioned. New guardrails check prompts and responses with denied topics, content filters and 34 PII entities (mask or block) plus regex and profanity filters.

AI-written summary · about

  1. 0:00Introduction to Bedrock
  2. 0:34Bedrock service overview
  3. 1:07Models and providers
  4. 2:40Core security principles
  5. 6:25Access control management
  6. 7:22Model deployment options
  7. 8:54Networking and VPC
  8. 10:03Backend infrastructure
  9. 13:31Prompt security challenges
  10. 15:10Guardrails for Bedrock
  11. 19:44Conclusion and resources
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