Learning with #DifferentialPrivacy often involves adding noise into the learning process. At 3:20pm today, Krishna Pillutla will be at the #NeurIPS2023 Google booth to explain why it is beneficial in DP algorithms to add noise that is correlated across time. Drop by to hear more!

Visit the @icmlconf Google Research booth today at 3:30 PM to learn how multiple years of #FederatedLearning and #DifferentialPrivacy progress led to privacy preserving ML techniques to train models for on-device virtual keyboards, i.e., Gboard.

Today on the blog, read all about how we use a hierarchical partitioning procedure to build an efficient differentially private algorithm for computing heatmaps with provable guarantees #DifferentialPrivacy → https://t.co/ydcaoiMOBP

Differential Privacy for Cyber Physical Systems. This article was published in Ranked # 1 Journal of Computer Science and Telecommunications (JCR). Read here full paper 👇 https://t.co/JxUVfIWAtx @iMuneebMH #differentialprivacy #privacy

Drop by the #CVPR2023 Google booth at 4pm today to learn about best practices for user level model training with formal #DifferentialPrivacy guarantees. In addition, learn about a new DP algorithm designed for both scalability and strong privacy-utility trade-offs.

Introducing DP-Auditorium, an open source library for auditing #DifferentialPrivacy guarantees with just black-box access to a mechanism, i.e., without any knowledge of the mechanism’s internal properties. Learn more and copy the code. ↓ https://t.co/Zq6hogEJYk

1/ 🧵 How does #DifferentialPrivacy affect #hallucinations in LLMs? We find that while DP-SGD *reduces* some hallucinations, it introduces new types of linguistic errors. Join @IvolineNgong’s oral 2 PM Ballroom B TODAY @NAACL to learn how our method, DPRefine, addresses these

Mercoledì alle 11 darò un seminario al dipartimento di informatica di @unimib su #AdversarialExamples nei modelli di #DeepLearning, e come contrastarli con la #DifferentialPrivacy. Dettagli nella locandina. Se siete in zona, siete benvenuti! Il seminario sarà anche registrato.

At @icmlconf? Today at the @_LXAI workshop at 1:15 PM, listen to Monica Ribero’s keynote speech and learn about RényiTester, a variational approach to testing and auditing algorithms for #DifferentialPrivacy. Learn more: https://t.co/Rfu8nnWRUE

Are your AI decision-making systems compromising data privacy? Learn how differential privacy can protect sensitive information and promote ethical AI in Fractal's latest white paper. Check it out now: https://t.co/JLtVVpFAbn #AI #differentialprivacy #responsibleAI #dataprivacy

New Arrival! Hands-On Differential Privacy By @ethancowan , Michael Shoemate, Mayana Pereira Basic DP concepts and understand how to use open source tools to create differentially private #statistics. Order now https://t.co/X6tXN4kx86 #differentialprivacy #shroffpublishers

Excited to share my latest research paper "Private Regression via Data-Dependent Sufficient Statistic Perturbation" at #TPDP2024 tomorrow. Find me at Poster Session #2! Full paper: https://t.co/XQywiFTvqu #differentialprivacy

In real-world data-sharing scenarios, users often place varying levels of trust in others, depending on their relationships. Read how we use trust graphs to model relationships & apply #DifferentialPrivacy to reflect users’ asymmetric privacy preferences ↓ https://t.co/gPWz9PS3Um

🔒Concerned about protecting sensitive information? Want to delve into the application and reasoning behind formal #privacy models? Look no further! This white paper will be your ultimate guide to understanding #Kanonymity and #DifferentialPrivacy. 📥 https://t.co/1Ng86gsx8J

#TechSimplified: Demystifying complex tech jargon for effortless understanding. Term of the week: Differential Privacy @debjani_ghosh_ #DifferentialPrivacy #DataSecurity #PrivacyMatters

Dive into a new paper by Census Bureau researchers that lays out a framework for analyzing disclosure risk assessment methodologies and evaluates current options based on that framework. ➡️ https://t.co/DUPV7J3yya #research #DataPrivacy #DifferentialPrivacy

🔍 Dive deep into the world of data privacy with our speaker, @festusdrakon ! 🌐📊 Join us at DevFest Ranchi 2023 for an illuminating session on how Differential Privacy changed the game and the math behind it all. 📈🌟 #DevFestRanchi #DifferentialPrivacy #DataPrivacy #WTM

🎥 Free Privacy-Preserving ML Workshop! Learn how to protect privacy in AI systems 2 Sessions: Dec 4 (This Wed!) & Dec 18, covering: - #FederatedLearning - #DifferentialPrivacy - #HomomorphicEncryption Register link in thread.

Dr. Hassaan Khaliq #NUST introduces a decentralized #Intrusion Detection System using #federatedlearning & #differentialprivacy, achieving secure, efficient CPS network detection without compromising #DataPrivacy. @IEEEXplore #NUSTResearch https://t.co/mCHArgkn0y