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Building Big Data Platforms: the Hidden Security Flaws You Need to Be Aware Of

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Claims that Azure Databricks requires egress to internet for runtimes and that DBFS can’t be technically blocked so DBFS stores production data are backed by examples of network flows, managed resource groups and runtimes fetched at cluster spin‑up; Microsoft Purview scans use Key Vault plus a self‑hosted integration runtime and still support no customer‑managed keys and high‑privilege managed identities (owner, StorageBlobDataContributor); suggested mitigations include TLS‑inspection firewalls, pre‑warmed clusters, monitoring for abnormal identity use, and automated alerts or cleanup.

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  1. 0:00Introduction
  2. 1:53Data lakehouse architecture
  3. 7:51Azure Databricks flaws
  4. 16:49Purview governance risks
  5. 24:21Mitigating flaws
  6. 28:19Risk assessment
  7. 30:29Q&A
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