Differentially Private Counterfactuals via Functional Mechanism

Differentially Private Counterfactuals via Functional Mechanism

4 August 2022

Fan Yang

Papers citing "Differentially Private Counterfactuals via Functional Mechanism"

6 / 6 papers shown

Title
On the interplay of Explainability, Privacy and Predictive Performance with Explanation-assisted Model Extraction Fatima Ezzeddine Rinad Akel Ihab Sbeity Silvia Giordano Marc Langheinrich Omran Ayoub SILM 21 0 0 13 May 2025
Private Counterfactual Retrieval With Immutable Features S. Meel Pasan Dissanayake M. Nomeir Sanghamitra Dutta S. Ulukus OffRL 28 0 0 15 Nov 2024
Private Counterfactual Retrieval M. Nomeir Pasan Dissanayake S. Meel Sanghamitra Dutta S. Ulukus 14 1 0 17 Oct 2024
Watermarking Counterfactual Explanations Hangzhi Guo Amulya Yadav AAML 30 0 0 29 May 2024
Knowledge Distillation-Based Model Extraction Attack using Private Counterfactual Explanations Fatima Ezzeddine Omran Ayoub Silvia Giordano AAML MIACV 32 0 0 04 Apr 2024
SoK: Taming the Triangle -- On the Interplays between Fairness, Interpretability and Privacy in Machine Learning Julien Ferry Ulrich Aivodji Sébastien Gambs Marie-José Huguet Mohamed Siala FaML 21 5 0 22 Dec 2023