Can ML models be trained under fairness constraints with formal DP guarantees, without sacrificing utility?
New paper at ICLR 2026: RaCO-DP
Poster: Pavilion 4 (later today!)
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(w/ @tudorcebere, Michael Menart, Aurรฉlien Bellet, @NicolasPapernot )
AI agents face a critical security threat: Indirect Prompt Injection (IPI) attacks hijack agent behavior to steal credentials and cause financial loss. We built the first system-level defense for Computer-Use Agents that actually maintains utility! That is, don't change the model, change the system around it to guarantee control flow integrity! https://t.co/Gp8sj9Q5lZ
Join Inria PreMeDICal in Montpellier for a 6-month internship working on the @opendp_org Library! ๐ซ๐ท
๐ป Combine theory + code
๐ Path to PhD/Eng roles
๐ฉ Send your CV + start date
More Details: https://t.co/ddY8Jh51TH
Grateful to be named a 2025 Google PhD Fellow in privacy, safety, and security! I am excited to continue my research in differential privacy, auditing, and trustworthy AI.๐๐
๐ We're excited to announce the 2025 Google PhD Fellows! @GoogleOrg is providing over $10 million to support 255 PhD students across 35 countries, fostering the next generation of research talent to strengthen the global scientific landscape. Read more: https://t.co/0Pvuv6hsgP
New paper: Conformal prediction for long-tailed classification๐
https://t.co/J1PJARDU3M
๐งโ๐พ (plant enthusiast): Help me identify plants!
๐ค (existing conformal algs): Do you want sets that never include rare plants or sets that contain 100s of labels?
๐งโ๐พ: Uhhโฆ neither? A๐งต(1/n)
ICML's election for their board of directors has begun. I've thrown my hat in the ring. Please consider voting for Gautam Kamath.
I have experience with the governance of TMLR, COLT, and ALT, and I think I've demonstrated myself as a consciencious and engaged community member.
RAGs are extremely useful, and yet there isn't an opensource RAG system for wikipedia (or I couldn't find it). So I built WikiRAG, a simple open-source github + hugging repoโจ
Spin up your own RAG server for wikipedia in a single line. ๐๐จ
SAVE THE DATE for the 2025 OpenDP Community Meeting on September 19th in Dublin, Ireland! We are thrilled to co-locate with the Eyes-Off Data Summit (@Oblivious) and can't wait to share more information on the agenda in the coming weeks - stay tuned ๐
https://t.co/3cLBX44odT
Excited to be in Singapore for ICLR, presenting our work on privacy auditing (w/ Aurรฉlien & @NicolasPapernot). If you are interested in differential privacy/privacy auditing/security for ML, drop by (#497 26 Apr 10-12:30 pm) or let's grab a coffee! โ
https://t.co/2W8f6M7ziT