~/talk

End-to-End Encryption for Streaming Data Pipelines

Talkat Berlin Buzzwords 2024 · 2024-06-09..06-11· [security]
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Kryptonite for Kafka provides client-side field-level cryptography for Apache Kafka, implemented as a custom SMT for Kafka Connect that encrypts selected JSON fields (arrays, nested objects supported) at source and a set of Flink SQL UDFs to decrypt/re-encrypt during stream processing. Demo pipeline uses MongoDB via Debezium, the SMT encrypts SSN/addresses, keys live in container files for the demo with Azure Key Vault support planned, Flink job computes BMI and writes encrypted full_name back to Kafka, and sink to MinIO (S3) successfully outputs decrypted records. The Flink UDFs are experimental; repo is open source.

AI-written summary · about

  1. 0:00Introduction and motivation
  2. 3:30Limitations of standard Kafka security
  3. 5:37Introducing Kryptonite for Kafka
  4. 8:28Demo: MongoDB to Kafka with encryption
  5. 12:21Demo: Stream processing with Flink
  6. 17:21Demo: S3 sink with decryption
  7. 19:08Project overview and key management
  8. 21:35Q&A: Schema and multi-producer scenarios
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