POTs: Protective Optimization Technologies

POTs: Protective Optimization Technologies

7 June 2018

Carmela Troncoso

Seda F. Gürses

Papers citing "POTs: Protective Optimization Technologies"

11 / 11 papers shown

Title
Human-AI Coevolution D. Pedreschi Luca Pappalardo Emanuele Ferragina R. Baeza-Yates Albert-László Barabási ... Paul Lukowicz A. Passarella Alex Pentland John Shawe-Taylor Alessandro Vespignani 49 14 0 23 Jun 2023
Optimization's Neglected Normative Commitments Benjamin Laufer T. Gilbert Helen Nissenbaum OffRL 31 5 0 27 May 2023
FACE-AUDITOR: Data Auditing in Facial Recognition Systems Min Chen Zhikun Zhang Tianhao Wang Michael Backes Yang Zhang CVBM 35 15 0 05 Apr 2023
Adversarial Robustness for Tabular Data through Cost and Utility Awareness Klim Kireev B. Kulynych Carmela Troncoso AAML 31 16 0 27 Aug 2022
Addressing Privacy Threats from Machine Learning Mary Anne Smart 29 2 0 25 Oct 2021
Data Poisoning Won't Save You From Facial Recognition Evani Radiya-Dixit Sanghyun Hong Nicholas Carlini Florian Tramèr AAML PICV 22 57 0 28 Jun 2021
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 234 682 0 19 Oct 2020
Subpopulation Data Poisoning Attacks Matthew Jagielski Giorgio Severi Niklas Pousette Harger Alina Oprea AAML SILM 24 115 0 24 Jun 2020
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning Pieter Delobelle Paul Temple Gilles Perrouin Benoit Frénay P. Heymans Bettina Berendt AAML FaML 27 14 0 14 May 2020
Evading classifiers in discrete domains with provable optimality guarantees B. Kulynych Jamie Hayes N. Samarin Carmela Troncoso AAML 21 19 0 25 Oct 2018
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,093 0 24 Oct 2016