DiffPriv's profile picture. Website for the differential privacy research community

Differential Privacy

@DiffPriv

Website for the differential privacy research community

Open Problem: Selection via Low-Sensitivity Queries differentialprivacy.org/open-problem-s…


Limits of Privacy Amplification by Subsampling differentialprivacy.org/subsampling-li…


Differentially Private Algorithms that Never Fail differentialprivacy.org/fail-prob/


Differential Privacy reposted

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👇

thegautamkamath's tweet image. 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👇

NeurIPS 2023 Outstanding Paper: Privacy auditing in just one run differentialprivacy.org/neurips23-op/


Open problem(s) - How generic can composition results be? differentialprivacy.org/open-problems-…


Beyond Local Sensitivity via Down Sensitivity differentialprivacy.org/down-sensitivi…


Differential Privacy reposted

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! github.com/opendp/opendp


Beyond Global Sensitivity via Inverse Sensitivity differentialprivacy.org/inverse-sensit…


Covariance-Aware Private Mean Estimation, Efficiently differentialprivacy.org/colt23-bsp/


Differential Privacy reposted

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


Differential Privacy reposted

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


Call for Papers - TPDP 2023 - Submission deadline July 7 differentialprivacy.org/tpdp2023/


Open problem - Better privacy guarantees for larger groups differentialprivacy.org/open-problem-b…


Differential Privacy reposted

Exciting! A book chapter on composition theorems in #differentialprivacy by @shortstein. Disclaimer: I'm a sucker for everything Thomas writes. arxiv.org/abs/2210.00597


Differential Privacy reposted

I am looking to hire a PostDoc in differentially private synthetic data generation @MITIBMLab. If you are interested in differential privacy and generative modelling, please reach out via email. Recommendations and signal boosting appreciated!


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