[PDF EPUB] Download Hands-On Differential

Hands-On Differential Privacy: Introduction to the Theory and Practice Using OpenDP. Ethan Cowan, Michael Shoemate, Mayana Pereira

Hands-On-Differential.pdf
ISBN: 9781492097747 | 360 pages | 9 Mb

• Hands-On Differential Privacy: Introduction to the Theory and Practice Using OpenDP
• Ethan Cowan, Michael Shoemate, Mayana Pereira
• Page: 360
• Format: pdf, ePub, fb2, mobi
• ISBN: 9781492097747
• Publisher: O'Reilly Media, Incorporated

Download Hands-On Differential Privacy: Introduction to the Theory and Practice Using OpenDP

Free ebooks online no download Hands-On Differential Privacy: Introduction to the Theory and Practice Using OpenDP English version 9781492097747 by Ethan Cowan, Michael Shoemate, Mayana Pereira

Overview

Many organizations today analyze and share large, sensitive datasets about individuals. Whether these datasets cover healthcare details, financial records, or exam scores, it's become more difficult for organizations to protect an individual's information through deidentification, anonymization, and other traditional statistical disclosure limitation techniques. This practical book explains how differential privacy (DP) can help. Authors Ethan Cowan, Michael Shoemate, and Mayana Pereira explain how these techniques enable data scientists, researchers, and programmers to run statistical analyses that hide the contribution of any single individual. You'll dive into basic DP concepts and understand how to use open source tools to create differentially private statistics, explore how to assess the utility/privacy trade-offs, and learn how to integrate differential privacy into workflows. With this book, you'll learn: How DP guarantees privacy when other data anonymization methods don't What preserving individual privacy in a dataset entails How to apply DP in several real-world scenarios and datasets Potential privacy attack methods, including what it means to perform a reidentification attack How to use the OpenDP library in privacy-preserving data releases How to interpret guarantees provided by specific DP data releases

Other ebooks:
[PDF/Kindle] Hating the Player by Rebecca Jenshak
Download Pdf The Leftovers, le troisième côté du miroir
[download pdf] Hyperfocus - How to Work Less to Achieve More
Online Read Ebook A Good House for Children: A Novel by Kate Collins
DOWNLOAD [PDF] {EPUB} Reclaimed Quilts: Sew Modern Clothing & Accessories from Vintage Textiles by Dale Donaldson, Kathleen McVeigh
[Pdf/ePub] Birthday Girl by Penelope Douglas download ebook
[PDF] Sherlock Holmes - Une vie by Xavier Mauméjean, André-François Ruaud
{epub download} La fille dans l'écran
Read [pdf]> Hell Breaks Loose (Skulduggery Pleasant) by Derek Landy
GOBSECK HONORE DE BALZAC ePub gratis