Publications

2025

  1. Enhancing One-run Privacy Auditing with Quantile Regression-Based Membership Inference
    In Workshop on Theory and Practice of Differential Privacy, 2025
    [URL]
  2. Optimizing Canaries for Privacy Auditing with Metagradient Descent
    Boglioni, Matteo, Liu, Terrance, Ilyas, Andrew, and Wu, Zhiwei Steven
    2025
    [URL]
  3. Do Generalisation Results Generalise?
    Boglioni, Matteo, Sgobbi, Andrea, Tavernini, Gabriel, Rita, Francesco, Mosbach, Marius, and Pimentel, Tiago
    2025
    [URL]