Probabilistic Dataset Reconstruction from Interpretable Models

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Probabilistic Dataset Reconstruction from Interpretable Models

29 August 2023

Ulrich Aïvodji

Sébastien Gambs

Marie-José Huguet

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Papers citing "Probabilistic Dataset Reconstruction from Interpretable Models"

13 / 13 papers shown

Title
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction Julien Ferry Ulrich Aïvodji Sébastien Gambs Marie-José Huguet Mohamed Siala AAML 64 14 0 02 Sep 2022
Characterizing the risk of fairwashing Ulrich Aïvodji Hiromi Arai Sébastien Gambs Satoshi Hara 77 28 0 14 Jun 2021
A Survey of Privacy Attacks in Machine Learning M. Rigaki Sebastian Garcia PILM AAML 95 224 0 15 Jul 2020
An Overview of Privacy in Machine Learning Emiliano De Cristofaro SILM 65 86 0 18 May 2020
Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods Dylan Slack Sophie Hilgard Emily Jia Sameer Singh Himabindu Lakkaraju FAtt AAML MLAU 81 822 0 06 Nov 2019
Fairwashing: the risk of rationalization Ulrich Aïvodji Hiromi Arai O. Fortineau Sébastien Gambs Satoshi Hara Alain Tapp FaML 52 147 0 28 Jan 2019
When the signal is in the noise: Exploiting Diffix's Sticky Noise Andrea Gadotti F. Houssiau Luc Rocher B. Livshits Yves-Alexandre de Montjoye 41 20 0 18 Apr 2018
A Survey Of Methods For Explaining Black Box Models Riccardo Guidotti A. Monreale Salvatore Ruggieri Franco Turini D. Pedreschi F. Giannotti XAI 148 3,979 0 06 Feb 2018
Machine Learning Models that Remember Too Much Congzheng Song Thomas Ristenpart Vitaly Shmatikov VLM 75 519 0 22 Sep 2017
Interpretable & Explorable Approximations of Black Box Models Himabindu Lakkaraju Ece Kamar R. Caruana J. Leskovec FAtt 79 254 0 04 Jul 2017
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 22,090 0 22 May 2017
Learning Certifiably Optimal Rule Lists for Categorical Data E. Angelino Nicholas Larus-Stone Daniel Alabi Margo Seltzer Cynthia Rudin 113 195 0 06 Apr 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 17,071 0 16 Feb 2016