Troncoso, Carmela

5 publications

NeurIPS 2024 Attack-Aware Noise Calibration for Differential Privacy Bogdan Kulynych, Juan Felipe Gomez, Georgios Kaissis, Flavio du Pin Calmon, Carmela Troncoso

ICML 2024 The Fundamental Limits of Least-Privilege Learning Theresa Stadler, Bogdan Kulynych, Michael Gastpar, Nicolas Papernot, Carmela Troncoso

ICMLW 2023 Adversarial Robustness for Tabular Data Through Cost and Utility Awareness Klim Kireev, Bogdan Kulynych, Carmela Troncoso

NeurIPS 2023 Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings Klim Kireev, Maksym Andriushchenko, Carmela Troncoso, Nicolas Flammarion

NeurIPSW 2022 Adversarial Robustness for Tabular Data Through Cost and Utility Awareness Klim Kireev, Bogdan Kulynych, Carmela Troncoso