Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

DP-Sniper - Black-Box Discovery of Differential Privacy Violations Using Classifiers

IEEE via YouTube

Overview

Explore a cutting-edge approach to uncovering differential privacy violations in black-box systems through the use of classifiers in this 15-minute IEEE presentation. Delve into key concepts including terminology, search problem formulation, workflow processes, and theoretical guarantees. Gain insights into related work in the field and understand how DP-Sniper advances the state of the art in privacy protection for data-driven systems.

Syllabus

Introduction
Terminology
Search Problem
Workflow
Guarantee
Related Work

Taught by

IEEE Symposium on Security and Privacy

Reviews

Start your review of DP-Sniper - Black-Box Discovery of Differential Privacy Violations Using Classifiers

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.