Research talk: Building towards a responsible data economy
Speaker: Dawn Song, Professor, UC Berkeley
Data is a key driver of the modern economy and AI/machine learning. However, a lot of this data is sensitive, and handling sensitive data has caused unprecedented challenges for both individuals and businesses. These challenges will only get more severe as we move forward in the digital era. In this talk, UC Berkeley Professor Dawn Song will talk about technologies needed for responsible data use including secure computing, differential privacy, federated learning, as well as blockchain technologies for data rights. Song will also discuss how to combine privacy computing technologies and blockchain to build a platform for a responsible data economy. The goal of such a platform is to enable more responsible use of data that maximizes social welfare and economic efficiency while protecting users’ data rights and enabling fair distribution of value created from data.
Learn more about the 2021 Microsoft Research Summit: https://Aka.ms/researchsummit (opens in new tab)
- 轨迹:
- The Future of Privacy & Security
- 日期：
- 演讲者：
- Dawn Song
- 所属机构：
- UC Berkeley
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Dawn Song
Professor
UC Berkeley
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The Future of Privacy & Security
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Research talk: Building towards a responsible data economy
Speakers:- Dawn Song
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Research talk: Towards bridging between legal and technical approaches to data protection
Speakers:- Kobbi Nissim
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Tutorial, Research talk, and Q&A: ElectionGuard: Enabling voters to verify election integrity
Speakers:- Josh Benaloh,
- Dan S. Wallach
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Research talk: DARPA SafeDocs: an approach to secure parsing and information interchange formats
Speakers:- Sergey Bratus
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