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1
Intro
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USERS ARE LOSING CONTROL OF THEIR DATA
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Motivation: Data Sharing for Healthcare
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Problems of Today's Data Markets
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Vision: Secure Data Market
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Challenges of secure data market
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Sample Policies
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Blockchain & Smart Contract
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Secure computation
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Additional components for data market
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Building blocks for secure data market
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Secure computing techniques
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Program rewriting and verification
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Privacy Risks of Machine Learning
15
Real-world deployment at Uber
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Advantages of secure data market
Description:
Explore the concept of a secure data market built on blockchain technology in this 23-minute conference talk from USENIX Enigma 2019. Discover how combining blockchain with privacy-preserving techniques can revolutionize data sharing for analytics and machine learning. Learn about the challenges faced by today's data markets, the vision for a secure alternative, and the building blocks required to create such a system. Delve into topics like smart contracts, secure computation, program rewriting, and privacy risks in machine learning. Gain insights from a real-world deployment at Uber and understand the advantages of a secure data market that empowers users to share data while maintaining privacy, transparency, and control.

Building a Secure Data Market on Blockchain - USENIX Enigma 2019

USENIX Enigma Conference
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