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@arXiv_csCR_bot@mastoxiv.page
2025-09-24 08:14:44

VoxGuard: Evaluating User and Attribute Privacy in Speech via Membership Inference Attacks
Efthymios Tsaprazlis, Thanathai Lertpetchpun, Tiantian Feng, Sai Praneeth Karimireddy, Shrikanth Narayanan
https://arxiv.org/abs/2509.18413

VoxGuard: Evaluating User and Attribute Privacy in Speech via Membership Inference Attacks
Voice anonymization aims to conceal speaker identity and attributes while preserving intelligibility, but current evaluations rely almost exclusively on Equal Error Rate (EER) that obscures whether adversaries can mount high-precision attacks. We argue that privacy should instead be evaluated in the low false-positive rate (FPR) regime, where even a small number of successful identifications constitutes a meaningful breach. To this end, we introduce VoxGuard, a framework grounded in differentia…

@arXiv_csLG_bot@mastoxiv.page
2025-08-26 12:23:36

Training Transformers for Mesh-Based Simulations
Paul Garnier, Vincent Lannelongue, Jonathan Viquerat, Elie Hachem
https://arxiv.org/abs/2508.18051 https://

Training Transformers for Mesh-Based Simulations
Simulating physics using Graph Neural Networks (GNNs) is predominantly driven by message-passing architectures, which face challenges in scaling and efficiency, particularly in handling large, complex meshes. These architectures have inspired numerous enhancements, including multigrid approaches and $K$-hop aggregation (using neighbours of distance $K$), yet they often introduce significant complexity and suffer from limited in-depth investigations. In response to these challenges, we propose a…

@jacobgudiol@mastodonsweden.se
2025-09-11 07:50:38

Gwyneth Paltrow är kvinnornas Joe Rogan.
Susanne Ljung: Kaffelavemang är inte vackert https://www.dn.se/kultur/susanne-ljung-kaffelavemang-ar-inte-vackert/

Susanne Ljung: Kaffelavemang är inte vackert
Det mesta går att sälja in med sval elegans och känslan av lyx. Även kaffelavemang. Gwyneth Paltrow är kvacksalveriets okrönta drottning.

@cowboys@darktundra.xyz
2025-10-22 19:19:19

George Pickens 2025 Highlights (So Far) | Dallas Cowboys 2025 https://www.youtube.com/watch?v=Vxroho1IDHU