'Exponential mechanism' diaporamas de présentation

Secure Distributed Framework for Achieving ? -Differential Privacy

Secure Distributed Framework for Achieving ? -Differential Privacy. Dima Alhadidi , Noman Mohammed, Benjamin C. M. Fung, and Mourad Debbabi Concordia Institute for Information Systems Engineering Concordia University, Montreal, Quebec, Canada

715 views • 55 slides

PrivBayes: Private Data Release via Bayesian Networks

PrivBayes: Private Data Release via Bayesian Networks. Jun Zhang , Graham Cormode , Cecilia M. Procopiuc , Divesh Srivastava , Xiaokui Xiao. Overview. The Problem: Private Data Release Differential Privacy Challenges The Algorithm: PrivBayes Bayesian Network Details of PrivBayes

1.33k views • 52 slides

Multiplicative Weights Algorithms

Multiplicative Weights Algorithms. CompSci 590.03 Instructor: Ashwin Machanavajjhala. This Class. A Simple Multiplicative Weights Algorithm Multiplicative Weights for privately publishing synthetic data. Multiple Experts Problem. Will it rain today? . Yes. Yes. Yes. No.

578 views • 34 slides

An brief tour of Differential Privacy

577 views • 31 slides

Foundations of Privacy Lecture 4

465 views • 31 slides

Part 4: Data Dependent Query Processing Methods

410 views • 23 slides

Part 4: Data Dependent Query Processing Methods

235 views • 23 slides