World Congress 2026 North America • Sep 24, 2026 • Session details

Clean Rooms Demystified: Architecture and Patterns for Privacy-Safe Data Collaboration

Anurag Malik

How do organizations share sensitive datasets without risking data leakage? Discover how clean room architectures enable secure, privacy-safe computations without ever exposing the underlying raw records.

Starting at 0:56 · Watch from the beginning

Clean Rooms Demystified: Architecture and Patterns for Privacy-Safe Data Collaboration thumbnail

Checking access…

Playback and chapters load privately for Free videos.

Matching moments

1:07 min

Facilitating safe data collaboration via confidential clean rooms

Mike Bursell Mike Bursell · World Congress 2026 Europe

2:41 min

Designing a two-stage confidential data clean room

Mingshen Sun Mingshen Sun · World Congress 2024

2:44 min

Advancing confidential computing with open source multi-way collaboration

Mingshen Sun Mingshen Sun · World Congress 2024

2:17 min

Blending trusted hardware with future security strategies

Liz Moy · LIVE

2:40 min

Evaluating existing privacy enhancing technology limitations

Mingshen Sun Mingshen Sun · World Congress 2024

3:34 min

Technical approaches for mitigating privacy risks in models

Aditi Godbole · LIVE

Upcoming sessions on this topic

Open session

Cloud Sovereignty Is an Architecture Problem: Patterns for Modern Platform Teams

  • Josephine Eskaline Joyce

    IBM India Pvt Ltd

    STSM, Chief Architect

  • Norton Stanley

    IBM

    Storage Architect

Open session

Data Quality Is the Hidden System That Keeps Modern Data Platforms Alive

  • Rakshika Prasad

    Schneider Electric

    Data Engineer

Open session

The Dream Team You Didn't Know You Had - Multi-Model, Multi-Agent, One Software Lifecycle

  • Aditya Dua

    GitHub

    Senior Manager, Field Services, SAARC

Open session

Architecting Trusted AI: Coupling Multi-Agent Systems with dbt Semantic Store for Zero-Hallucination

  • Pushkar Mishra

    J.P. Morgan

    Senior Vice President

Open session

Engineering AI Strategy: Beyond the Hype

  • Omkar Srivastava

    ADSK

    Engineering Leader

Open session

Beware of Strangers Bearing Code: Open Source Trust in the Agent Era

  • Vikram Vaswani

    Consultant