Panel: Privacy preserving machine learning
In this panel, Microsoft’s Senior Researcher Shruti Tople will lead a discussion with prominent privacy and security researchers on the state of research in secure computation, differential privacy, and related technologies. The panel will explore how these technologies can address emerging challenges in data curation and privacy protection. They will also discuss how gaps might be closed between theoretical and practical privacy attacks. The panel will close with a discussion exploring key areas for future research to improve privacy and security in machine learning.
Learn more about the 2021 Microsoft Research Summit: https://Aka.ms/researchsummit (opens in new tab)
- Track:
- The Future of Privacy & Security
- Date:
- Speakers:
- Shruti Tople, Reza Shokri, Divya Gupta, Olya Ohrimenko
- Affiliation:
- Microsoft Research, National University of Singapore, Microsoft Research, The University of Melbourne
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Shruti Tople
Principal Researcher
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Reza Shokri
Professor
National University of Singapore
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Divya Gupta
Principal Researcher
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Olya Ohrimenko
Senior Lecturer
University of Melbourne
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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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