YoVDO

Protecting User Privacy in Private Set Intersection - A Journey Toward Mitigating User Tracking

Offered By: USENIX via YouTube

Tags

Differential Privacy Courses Cryptography Courses Data Protection Courses Cloud Security Courses Private Set Intersection Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a conference talk from PEPR '23 that delves into protecting user privacy in Private Set Intersection (PSI) and the journey towards mitigating user tracking. Learn about the vulnerabilities of common PSIs that disclose intersection size, potentially revealing over 1% of one party's users to another in practical ad measurement scenarios. Discover the DPCA-PSI protocol, a novel approach that combines PSI with a two-party differentially private mechanism to securely compute intersection-related statistics while preserving privacy. Gain insights into applications of PSI in ad effectiveness measurement and cloud storage operations for detecting child exploitation material. Understand how this open-source solution provides researchers and practitioners with a secure means of working with private datasets while maintaining differential privacy protection.

Syllabus

PEPR '23 - Protecting User Privacy in Private Set Intersection: A Journey Toward Mitigating User


Taught by

USENIX

Related Courses

Statistical Machine Learning
Carnegie Mellon University via Independent
Secure and Private AI
Facebook via Udacity
Data Privacy and Anonymization in R
DataCamp
Build and operate machine learning solutions with Azure Machine Learning
Microsoft via Microsoft Learn
Data Privacy and Anonymization in Python
DataCamp