YoVDO

Samplable Anonymous Aggregation for Private Federated Data Analysis

Offered By: TheIACR via YouTube

Tags

Privacy-Preserving Machine Learning Courses Data Analysis Courses Cryptography Courses Federated Learning Courses Differential Privacy Courses Secure Multi-Party Computation Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a cutting-edge presentation on privacy-preserving machine learning in this invited talk from the PPML 2024 workshop, affiliated with Crypto 2024. Delve into Kunal Talwar's insights on "Samplable Anonymous Aggregation for Private Federated Data Analysis" as he discusses innovative techniques for maintaining privacy in collaborative machine learning environments. Gain valuable knowledge about the latest advancements in secure data analysis and federated learning, chaired by Alex Bienstock. Enhance your understanding of privacy-preserving technologies and their applications in the rapidly evolving field of machine learning.

Syllabus

PPML 2024 invited talk II by Kunal Talwar


Taught by

TheIACR

Related Courses

Private Stochastic Convex Optimization: Optimal Rates in Linear Time
Association for Computing Machinery (ACM) via YouTube ABY3 - A Mixed Protocol Framework for Machine Learning
Association for Computing Machinery (ACM) via YouTube Protect Privacy in a Data-Driven World - Privacy-Preserving Machine Learning
RSA Conference via YouTube Privacy-Preserving Algorithms for Decentralised Collaborative Learning - Dr Aurélien Bellet
Alan Turing Institute via YouTube CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU
IEEE via YouTube