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This extended keynote abstract outlines research on a new paradigm of data sharing designed to recover privacy for data providers, while reducing costs and risks of service providers, who collect personal sensitive data. This paradigm is based on the novel idea of coordinated data sharing within a community, the data collective, which makes automated and scalable collective arrangements of how to share data using decentralized artificial intelligence.

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Privacy as a Collective Value and How to Protect in the Era of AI

  • 会议论文

  • 发表日期：

    2025年

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  • Evangelos Pournaras

摘要

This extended keynote abstract outlines research on a new paradigm of data sharing designed to recover privacy for data providers, while reducing costs and risks of service providers, who collect personal sensitive data. This paradigm is based on the novel idea of coordinated data sharing within a community, the data collective, which makes automated and scalable collective arrangements of how to share data using decentralized artificial intelligence.