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Vis Lab @ Khoury, Northeastern<p>Congratulations DOCTOR Liudas Panavas on the successful defense of his dissertation "Bridging the Gap: Human Centered Research for Democratizing <a href="https://vis.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a> " 🎉 and congrats to advisor <span class="h-card" translate="no"><a href="https://vis.social/@codydunne" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>codydunne</span></a></span> ❤️ <a href="https://vis.social/tags/HCI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HCI</span></a> <a href="https://vis.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataVisualization</span></a> </p><p><a href="https://lpanavas.github.io/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lpanavas.github.io/</span><span class="invisible"></span></a></p>
Aurélien Bellet<p>This article does a great job highlighting why DOGE is taking over the federal government so easily: federal systems centralize massive amounts of sensitive data, making them highly vulnerable to insider threats. The article concludes by pointing out that techniques like <a href="https://sigmoid.social/tags/FederatedLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FederatedLearning</span></a> and <a href="https://sigmoid.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a> could help build more resilient systems 👏 <a href="https://sigmoid.social/tags/Privacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Privacy</span></a> <a href="https://sigmoid.social/tags/CyberSecurity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CyberSecurity</span></a></p><p><a href="https://www.nytimes.com/2025/02/21/opinion/musk-doge-personal-data.html?unlocked_article_code=1.yk4.ioNW.2SNQKCzmcCwR" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">nytimes.com/2025/02/21/opinion</span><span class="invisible">/musk-doge-personal-data.html?unlocked_article_code=1.yk4.ioNW.2SNQKCzmcCwR</span></a></p>
Aurélien Bellet<p>Time for a proper <a href="https://sigmoid.social/tags/introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>introduction</span></a>! 👋 I'm a <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> researcher at Inria, France, focusing on <a href="https://sigmoid.social/tags/TrustworthyAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TrustworthyAI</span></a>—especially <a href="https://sigmoid.social/tags/decentralization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>decentralization</span></a> &amp; <a href="https://sigmoid.social/tags/privacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>privacy</span></a>. I design algorithms that learn from <a href="https://sigmoid.social/tags/decentralized" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>decentralized</span></a> data (<a href="https://sigmoid.social/tags/FederatedLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FederatedLearning</span></a>) without memorizing personal data (<a href="https://sigmoid.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a>), working toward putting <a href="https://sigmoid.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a> &amp; <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> back in people's hands. Maybe one day, these ideas could be used in the <a href="https://sigmoid.social/tags/Fediverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Fediverse</span></a>!</p>
Simson Garfinkel<p><a href="https://newsie.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a> has a cover.<br>Paperback<br>ISBN: 9780262551656<br>Pub date: March 25, 2025<br>Publisher: The MIT Press<br>244 pp., 5 x 7 in, 22 b&amp;w illus.</p><p>Advance copies available for reviewers! Email me at simsong@acm.org for info.</p><p><a href="https://mitpress.mit.edu/9780262551656/differential-privacy/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">mitpress.mit.edu/9780262551656</span><span class="invisible">/differential-privacy/</span></a></p>
B Jarosz<p>End of an era? Just published the final brief in the series on guidance for working with 2020 Census data products. For those who use the data, I hope the series is helpful.</p><p>"Disclosure Avoidance and the Supplemental DHC File: How PHSafe Works"<br><a href="https://www.census.gov/library/publications/2024/dec/c2020br-12.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">census.gov/library/publication</span><span class="invisible">s/2024/dec/c2020br-12.html</span></a></p><p><a href="https://mastodon.social/tags/2020Census" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>2020Census</span></a> <a href="https://mastodon.social/tags/Demography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Demography</span></a> <a href="https://mastodon.social/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://mastodon.social/tags/DisclosureAvoidance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DisclosureAvoidance</span></a> <a href="https://mastodon.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a> <span class="h-card" translate="no"><a href="https://a.gup.pe/u/demography" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>demography</span></a></span> <span class="h-card" translate="no"><a href="https://a.gup.pe/u/sociology" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>sociology</span></a></span> <span class="h-card" translate="no"><a href="https://a.gup.pe/u/economics" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>economics</span></a></span></p>
Vis Lab @ Khoury, Northeastern<p>And we're off! 🛫 Lots of new faces this year in the Vis Lab @Northeastern @KhouryCollege ! We're excited to continue building community and doing meaningful research together 💙 <a href="https://vis.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataVisualization</span></a> <a href="https://vis.social/tags/HCI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HCI</span></a> <a href="https://vis.social/tags/Accessibility" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Accessibility</span></a> <a href="https://vis.social/tags/XAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>XAI</span></a> <a href="https://vis.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://vis.social/tags/DataArt" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataArt</span></a> <a href="https://vis.social/tags/Health" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Health</span></a> <a href="https://vis.social/tags/Astronomy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Astronomy</span></a> <a href="https://vis.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a></p>
Clément Canonne<p>📢 Next TCS+ talk next week! Wed 11/15, 10:00am PT, Palak Jain (<span class="h-card" translate="no"><a href="https://ioc.exchange/@thepalakjain" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>thepalakjain</span></a></span>) and Satchit Sivakumar from Boston University will tell us about "The Price of <a href="https://mathstodon.xyz/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a> under Continual Observation."</p><p>Details: <a href="https://tcsplus.wordpress.com/2023/11/10/tcs-talk-wednesday-november-15-palak-jain-and-satchit-sivakumar-boston-university/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">tcsplus.wordpress.com/2023/11/</span><span class="invisible">10/tcs-talk-wednesday-november-15-palak-jain-and-satchit-sivakumar-boston-university/</span></a></p><p>Register (optional): <a href="https://docs.google.com/forms/d/e/1FAIpQLSdvGqPCV2ve1IkUGiARFXTU9o6iWsXwraSJyHAV-mkL7xrArg/viewform" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">docs.google.com/forms/d/e/1FAI</span><span class="invisible">pQLSdvGqPCV2ve1IkUGiARFXTU9o6iWsXwraSJyHAV-mkL7xrArg/viewform</span></a></p>
Simson Garfinkel<p>I’m writing a general-interest book about <a href="https://newsie.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a>, with attention to its history, limitations, future, and use today by government and business.</p><p>If you have suggestions for things I should mention, please let me know! <a href="https://forms.gle/pWzCGm5a1iAgbnAS9" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="">forms.gle/pWzCGm5a1iAgbnAS9</span><span class="invisible"></span></a></p>
Michael Veale<p>The basic logic of this is extreme horizontal dataset sharding. Imagine a dataset with loads of columns, then imagine each row is held on a different device. Techs such as multi-party computation <a href="https://someone.elses.computer/tags/mpc" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mpc</span></a>, local <a href="https://someone.elses.computer/tags/differentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>differentialPrivacy</span></a>, can make use of this data.<br>But data is often not visible to the user. Firms claim they do not have to provide rights over it, eg access/portability. Some will put it in the secure enclave of eg a phone; makes it technically very hard to extract (e.g. biometric data).</p>
Michael Veale<p>Did <a href="https://someone.elses.computer/tags/Google" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Google</span></a> ever actually deploy and publicly document what they were analysing with the <a href="https://someone.elses.computer/tags/PROCHLO" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PROCHLO</span></a> protocol in <a href="https://someone.elses.computer/tags/Chromium" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Chromium</span></a>? It's easy to find the technical details of protocols like <a href="https://someone.elses.computer/tags/RAPPOR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RAPPOR</span></a> (less so for Cobalt in <a href="https://someone.elses.computer/tags/FuchsiaOS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FuchsiaOS</span></a>), but hard to find what they were actually being used for. Is there a good source on this or all buried in trade secrets and NDAs? (cc <span class="h-card"><a href="https://octodon.social/@hamed" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>hamed</span></a></span> perhaps) <a href="https://someone.elses.computer/tags/PETs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PETs</span></a> <a href="https://someone.elses.computer/tags/differentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>differentialPrivacy</span></a> <a href="https://someone.elses.computer/tags/browsers" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>browsers</span></a></p>
Ahmet Akkoç<p>My Poster for tomorrow's <a href="https://scholar.social/tags/HealthDataScienceDay" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HealthDataScienceDay</span></a> at Mærsk Tower, <a href="https://scholar.social/tags/Copenhagen" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Copenhagen</span></a>. It's all about <a href="https://scholar.social/tags/differentialprivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>differentialprivacy</span></a> !</p><p>@UCPH_health</p>
B Jarosz<p>Sallie Keller describes that privacy protection isn't a 2 dimension (privacy/accuracy) problem. It's 3: privacy, accuracy, and granularity.<br><a href="https://mastodon.social/tags/2020Census" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>2020Census</span></a> <a href="https://mastodon.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a> <a href="https://mastodon.social/tags/DisclosureAvoidance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DisclosureAvoidance</span></a> <a href="https://mastodon.social/tags/PAA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PAA2023</span></a><br><span class="h-card"><a href="https://a.gup.pe/u/demography" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>demography</span></a></span> <span class="h-card"><a href="https://a.gup.pe/u/sociology" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>sociology</span></a></span></p>
B Jarosz<p>Elizabeth Garner explains the crucial importance of invariant block population counts in decennial census. And extreme challenge of inconsistencies between population and housing.<br><a href="https://mastodon.social/tags/2020Census" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>2020Census</span></a> <a href="https://mastodon.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a> <a href="https://mastodon.social/tags/DisclosureAvoidance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DisclosureAvoidance</span></a> <a href="https://mastodon.social/tags/PAA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PAA2023</span></a> <span class="h-card"><a href="https://a.gup.pe/u/demography" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>demography</span></a></span> <span class="h-card"><a href="https://a.gup.pe/u/sociology" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>sociology</span></a></span></p>
B Jarosz<p>Even though I've been working on this for a few years (and was in on the dry run for today!), I still learn something new at every workshop...<br><a href="https://mastodon.social/tags/2020Census" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>2020Census</span></a> <a href="https://mastodon.social/tags/DisclosureAvoidance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DisclosureAvoidance</span></a> <a href="https://mastodon.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a> <a href="https://mastodon.social/tags/PAA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PAA2023</span></a></p>
B Jarosz<p>Just a reminder, if you use detailed race/ethnicity data from the decennial census TOMORROW (3/2) is your LAST DAY to get in comments on the demonstration data<br><a href="https://www.census.gov/programs-surveys/decennial-census/decade/2020/planning-management/process/disclosure-avoidance/newsletters/proof-of-concept-comments-deadline.html" rel="nofollow noopener" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">census.gov/programs-surveys/de</span><span class="invisible">cennial-census/decade/2020/planning-management/process/disclosure-avoidance/newsletters/proof-of-concept-comments-deadline.html</span></a></p><p><a href="https://mastodon.social/tags/2020Census" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>2020Census</span></a> <a href="https://mastodon.social/tags/DifferentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DifferentialPrivacy</span></a> <a href="https://mastodon.social/tags/DisclosureAvoidance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DisclosureAvoidance</span></a> <a href="https://mastodon.social/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://mastodon.social/tags/Demography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Demography</span></a> <span class="h-card"><a href="https://a.gup.pe/u/demography" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>demography</span></a></span> <span class="h-card"><a href="https://a.gup.pe/u/sociology" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>sociology</span></a></span> <span class="h-card"><a href="https://a.gup.pe/u/sociology" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>sociology</span></a></span></p>
PET Symposium<p>Hello, fediverse!</p><p>We publish the academic open access journal Proceedings on Privacy Enhancing Technologies and host the annual Privacy Enhancing Technologies Symposium. We are a top research venue dedicated to novel applied and theoretical research into the design, analysis, experimentation, and fielding of privacy-enhancing technologies.</p><p>This account will mostly be for announcements about deadlines and events, but we'll also boost posts from our authors about their research, so follow along to learn about cool privacy things.</p><p>Please consider boosting so your pals can find us, too!</p><p><a href="https://infosec.exchange/tags/privacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>privacy</span></a> <a href="https://infosec.exchange/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://infosec.exchange/tags/privacyTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>privacyTech</span></a> <a href="https://infosec.exchange/tags/surveillance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>surveillance</span></a> <a href="https://infosec.exchange/tags/anonymousCommunication" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>anonymousCommunication</span></a> <a href="https://infosec.exchange/tags/differentialPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>differentialPrivacy</span></a> <a href="https://infosec.exchange/tags/censorshipResistance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>censorshipResistance</span></a> <a href="https://infosec.exchange/tags/dataProtection" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataProtection</span></a> <a href="https://infosec.exchange/tags/HCI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HCI</span></a> <a href="https://infosec.exchange/tags/trafficAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>trafficAnalysis</span></a> <a href="https://infosec.exchange/tags/MLPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MLPrivacy</span></a> <a href="https://infosec.exchange/tags/genomicPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genomicPrivacy</span></a><br><a href="https://infosec.exchange/tags/Introductions" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Introductions</span></a> <a href="https://infosec.exchange/tags/TwitterMigration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TwitterMigration</span></a></p>