Differential Privacy will be published by MIT Press on March 25

[Simson Garfinkel]

Hi everyone! The book will be published in March. Please consider pre-ordering the book from MIT Press or Amazon. Also, if you are interested in writing a review of the book, details for downloading a review copy are in the announcement below.

Simson

A robust yet accessible introduction to the idea, history, and key applications of differential privacy—the gold standard of algorithmic privacy protection.

 

 

 

Differential Privacy

By Simson L. Garfinkel

Available: March 25, 2025

 

 

Differential privacy (DP) is an increasingly popular, though controversial, approach to protecting personal data. DP protects confidential data by introducing carefully calibrated random numbers, called statistical noise, when the data is used. Google, Apple, and Microsoft have all integrated the technology into their software, and the US Census Bureau used DP to protect data collected in the 2020 census. In this book, Simson Garfinkel presents the underlying ideas of DP, and helps explain why DP is needed in today's information-rich environment, why it was used as the privacy protection mechanism for the 2020 census, and why it is so controversial in some communities.

 

When DP is used to protect confidential data, like an advertising profile based on the web pages you have viewed with a web browser, the noise makes it impossible for someone to take that profile and reverse engineer, with absolute certainty, the underlying confidential data on which the profile was computed. The book also chronicles the history of DP and describes the key participants and its limitations. Along the way, it also presents a short history of the US Census and other approaches for data protection such as de-identification and k-anonymity.

 

Simson L. Garfinkel researches and writes at the intersection of AI, privacy, and digital forensics. He is a fellow of the AAAS, the ACM, and the IEEE.

 

A digital copy of the book is available here, and physical copies are available upon request. Garfinkel is available for interview or comment, and I hope that you find the book of interest for review in your academic journal.

 

Thank you for your time, and I look forward to hearing your thoughts!

 

Yours kindly,

David

 

David Olsen

he/him/his

Publicist | The MIT Press

dao...@mit.edu

View our Fall 2024 catalog here

Online M-F, 11AM – 7PM ET

Working from Oakland, CA