Panel: Privacy preserving machine learning

Channel:
Microsoft Research
Subscribers:
345,000
Published on ● Video Link: https://www.youtube.com/watch?v=ZYPaf3L_ZoI


Duration: 31:39
612 views
11

Speakers:
Shruti Tople, Microsoft Research Cambridge
Reza Shokri, National University of Singapore
Divya Gupta, Microsoft Research India
Olya Ohrimenko, The University of Melbourne

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



Other Videos By Microsoft Research


2022-01-24Research talk: Is phrase retrieval all we need?
2022-01-24Live Q&A and Closing remarks: New future of work
2022-01-24Research talk: DeepXML: A deep extreme classification framework for recommending millions of items
2022-01-24Talk series: Developer productivity
2022-01-24Fireside Conversation Series: Building an equitable environment for hybrid work
2022-01-24Practical tips for productivity & wellbeing: Focusing without getting exhausted
2022-01-24Practical tips for productivity & wellbeing: Transitioning across the work-life boundary
2022-01-24Research talk: Attentive knowledge-aware graph neural networks for recommendation
2022-01-24Practical tips for productivity & wellbeing: Lessons from COVID-19 around time management
2022-01-24Tutorial, Research talk, and Q&A: ElectionGuard: Enabling voters to verify election integrity
2022-01-24Panel: Privacy preserving machine learning
2022-01-20Unsupervised Speech Enhancement
2022-01-20Developing a Brain-Computer Interface Based on Visual Imagery
2022-01-04Panel: Theory Research in Big Data Era
2022-01-04Talk: Sequential Search Problems Beyond The Pandora Box Setting
2022-01-04Recap video of 2021 MSR Asia Theory Workshop (Short version)
2022-01-04Talk: The implicit bias of optimization algorithms in deep learning
2022-01-04Talk: Coresets for Clustering with Missing Values
2022-01-04MSR Asia Theory Center Introduction
2022-01-04Inauguration Ceremony of MSR Asia Theory Center Opening Speech from Tie-Yan Liu
2022-01-04Talk: Batch Online Learning and Decision


Tags:
security
user privacy
future of security
future of privacy
trust in technology
system integrity
privacy preserving machine learning
election integrity
secure parsing technology
communication protocols for systems
microsoft research summit