Differential Privacy

Website for the differential privacy research community

[Differential Privacy @DiffPriv]

One-Sided Differential Privacy

https://t.co/CyGDG4OBhJ

[Differential Privacy @DiffPriv]

Call for Papers - TPDP 2026
https://t.co/WQ4lSU7qRG

[Differential Privacy @DiffPriv]

Open Problem: Selection via Low-Sensitivity Queries
https://t.co/sEJJ93p18A

[Differential Privacy @DiffPriv]

Limits of Privacy Amplification by Subsampling
https://t.co/L41zAnDpM8

[Differential Privacy @DiffPriv]

Privacy Amplification by Subsampling
https://t.co/h7ZoTA44AP

[Differential Privacy @DiffPriv]

Differentially Private Algorithms that Never Fail
https://t.co/8PmKrbdvnD

[Differential Privacy @DiffPriv]

Tight RDP & zCDP Bounds from Pure DP
https://t.co/ASUm97oAqg

[Gautam Kamath @thegautamkamath]

Happy new year! As promised, I wrote a blog post on the #NeurIPS2023 Outstanding Paper on privacy auditing, by @shortstein, @srxzr, Matthew Jagielski.

Post is on @DiffPriv, 5 min read, written for a general ML audience. No knowlege of privacy needed!

Link in next tweet👇

[Differential Privacy @DiffPriv]

NeurIPS 2023 Outstanding Paper: Privacy auditing in just one run
https://t.co/LYQAbYMcFq

[Differential Privacy @DiffPriv]

Open problem(s) - How generic can composition results be?
https://t.co/76XXxds2tv

[Differential Privacy @DiffPriv]

Beyond Local Sensitivity via Down Sensitivity
https://t.co/txviqCXvUu

[OpenDP @opendp_org]

OpenDP is excited to bring you Library 0.8!

Featuring improvements to OpenDP APIs, an early preview of functionality, and quality-of-life improvements. We'll discuss the new release at the OpenDP Community Meeting on September 29!

https://t.co/fxyRXW4Cri

[Differential Privacy @DiffPriv]

Beyond Global Sensitivity via Inverse Sensitivity
https://t.co/LUjDkxxQH6

[Differential Privacy @DiffPriv]

Covariance-Aware Private Mean Estimation, Efficiently
https://t.co/dEu9on4b6U

[Conference on Learning Theory @AssocCompLearn]

#COLT2023 Mark Fulk award for best student paper is shared by two papers

[PETS @PET_Symposium]

The 2023 Caspar Bowden PET Award winner is: "The 2020 Census Disclosure Avoidance System TopDown Algorithm" #pets23

[Differential Privacy @DiffPriv]

Call for Papers - TPDP 2023 - Submission deadline July 7
https://t.co/8nvfbg1i7g

[Differential Privacy @DiffPriv]

Open problem - Better privacy guarantees for larger groups
https://t.co/uCShjk9cM2

[Differential Privacy @DiffPriv]

Composition Basics

https://t.co/X77TiFjL4m