Dimitar Iliev Dimitrov

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Top Venues

Trans. Mach. Learn. Res.

Publications

Kostadin Garov, Dimitar Iliev Dimitrov, Nikola Jovanovic, Martin T. Vechev
Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning. ICLR (2024)
Mark Vero, Mislav Balunovic, Dimitar Iliev Dimitrov, Martin T. Vechev
TabLeak: Tabular Data Leakage in Federated Learning. ICML (2023)
Nikola Jovanovic, Mislav Balunovic, Dimitar Iliev Dimitrov, Martin T. Vechev
FARE: Provably Fair Representation Learning with Practical Certificates. ICML (2023)
Mislav Balunovic, Dimitar Iliev Dimitrov, Robin Staab, Martin T. Vechev
Bayesian Framework for Gradient Leakage. ICLR (2022)
Dimitar Iliev Dimitrov, Mislav Balunovic, Nikola Konstantinov, Martin T. Vechev
Data Leakage in Federated Averaging. Trans. Mach. Learn. Res. 2022 (2022)
Dimitar Iliev Dimitrov, Gagandeep Singh, Timon Gehr, Martin T. Vechev
Provably Robust Adversarial Examples. ICLR (2022)