Joined July 2011
328 Photos and videos
Pinned Tweet
29 Sep 2021
Looking for a friendly, accessible way to learn about differential privacy? 🧐 Prefer simple explanations to ugly equations? 😇 Introducing my ✨ newly revamped ✨ blog post series about differential privacy, now with an intro page & table of contents 🌈 desfontain.es/privacy/friend…

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20 Nov 2024
Hahahaha I'm hearing that posts that mention other social networks by name are de-prioritized in "for you" timelines. What a loser move 🤣 Anyway I'm over there ⤵️
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14 Nov 2024
I now have a presence on Bluesky: bsky.app/profile/desfontain.… 🦋 If your main presence is on Bluesky, it'd be fantastic if you could follow bsky.app/profile/ap.brid.gy, so your posts are also mirrored on Mastodon, and I can follow you from there 💖

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9 Oct 2023
Super excited about this ✨ new blog post ✨, where I try to offer a super simple & intuitive explanation of the exponential mechanism, a fundamental building block in differential privacy 🧱 Feedback welcome! 💝 desfontain.es/privacy/choosi…

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23 Sep 2023
Updated my list of real-world deployments of differential privacy! 🚀 Changelog: - Added the @Wikimedia pageview release 🌐 - Added two releases by @uscensusbureau 🇺🇸 - Added details on a COVID-19 release from Google 💉 - Various maintenance fixes 🛠️ desfontain.es/privacy/real-w…

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20 Sep 2023
New, by me: what do we know about differential privacy composition theorems? What's missing, and would be useful to folks who are building practical DP software? 🔧 This blog post surveys existing results and raises a bunch of overlooked open problems. Feedback welcome! 💖
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20 Sep 2023
Thanks a ton to @thegautamkamath, @ccanonne_, and @shortstein for their feedback and their help publishing this!
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19 Sep 2023
New blog post co-written by yours truly! In which we look at data clean rooms, what they do, what they often don't do, and why that can be a Problem™ 😬 Feedback super welcome as always! 🌈
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Hear it at 2023 USENIX Conference on Privacy Engineering Practice and Respect: *Privacy-Preserving Analytics on the Ground* presented by Ryan Steed (Carnegie Mellon University). View the program and register now: bit.ly/pepr23prog #pepr23
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11 Jul 2023
The 2023 Caspar Bowden PET Award winner is: "The 2020 Census Disclosure Avoidance System TopDown Algorithm" #pets23
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7 Jul 2023
If you're at @PET_Symposium next week, don't miss Marika Swanberg's talk about her research at @TumultLabs last summer: a novel DP mechanism for partition selection which, in contrast to prior work, scales horizontally 📈 In collaboration with Sam Haney & yours truly 😊
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7 Jul 2023
More info in the paper → arxiv.org/abs/2301.01998 🎓 And check out the full @PET_Symposium program; there it a ton of fantastic work in there: petsymposium.org/2023/progra…

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"When we want to protect individuals whose data is distributed across multiple rows, protecting individual rows is not enough." @TumultLabs introduces privacy IDs, .. "privacy identifiers enable the protection of individuals across large datasets, no matter how often they appear"
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29 Jun 2023
And now for something different: during a customer engagement, we stumbled upon a natural, but surprisingly tricky open problem in differential privacy. We couldn't figure it out, so we posted a simplified version of it as an open problem on DifferentialPrivacy.org 👀
Open problem - Better privacy guarantees for larger groups differentialprivacy.org/open…
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29 Jun 2023
Many thanks to @thegautamkamath, @thejonullman and @shortstein for the helpful comments and the help with editing & publication ❤️
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28 Jun 2023
Woo-hoo, this is a huge step for Tumult Analytics! 🤩 Privacy IDs are a super important feature, and making it work with all our other advanced features was no small feat 😊 Check out the blog post we wrote to explain what problem it solves, and how it works in practice ✨
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27 Jun 2023
I'll give a talk there! About floating-point vulnerabilities in differential privacy software. Mark the ticket sales on your calendar, from what I hear, tickets run out fast!
TICKETS, SAVE THE DATE: we will have two batches of ticket sales for #BSidesZH opening soon - Wednesday, July 12th 15:00 (UTC 2/CEST) - Thursday, August 3rd 16:00 (UTC 2/CEST) Price as usual, 10CHF #PleaseRT #InfoSec #DFIR #ThreatIntel Cc @SecurityBSides bsideszh.ch/registration/
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21 Jun 2023
excuse me while I earnest-post about my work for a sec!! along with @TumultLabs I helped @Wikimedia release ~250 million private pageview stats, covering ~1 *trillion* pageviews from wikipedia and other projects from 8 years of browsing activity
Did you know that we release data about pageviews of every Wikimedia project hourly? But we were asked to go further. In partnership with @TumultLabs, we released today almost 8 years of pageview data divided by country, project, and page. Take a look ⬇️ w.wiki/6rh6
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21 Jun 2023
It was such a privilege to work with @Wikimedia folks on this data release 💙 They care a *ton* about the privacy of Wikipedia users, and also wanted to uphold the nonprofit's commitment to transparency and open data 🔓 A perfect job for differential privacy! ✨
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Did you know that we release data about pageviews of every Wikimedia project hourly? But we were asked to go further. In partnership with @TumultLabs, we released today almost 8 years of pageview data divided by country, project, and page. Take a look ⬇️ w.wiki/6rh6
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