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03/15/2022
Sex Trouble: Common pitfalls in incorporating sex/gender in medical machine learning and how to avoid them
False assumptions about sex and gender are deeply embedded in the medica...
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07/11/2021
Adversarial for Good? How the Adversarial ML Community's Values Impede Socially Beneficial Uses of Attacks
Attacks from adversarial machine learning (ML) have the potential to be ...
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01/20/2021
"This Whole Thing Smacks of Gender": Algorithmic Exclusion in Bioimpedance-based Body Composition Analysis
Smart weight scales offer bioimpedance-based body composition analysis a...
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12/03/2020
Ethical Testing in the Real World: Evaluating Physical Testing of Adversarial Machine Learning
This paper critically assesses the adequacy and representativeness of ph...
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06/29/2020
Legal Risks of Adversarial Machine Learning Research
Adversarial Machine Learning is booming with ML researchers increasingly...
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02/01/2020
Politics of Adversarial Machine Learning
In addition to their security properties, adversarial machine-learning a...
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11/25/2019
Failure Modes in Machine Learning Systems
In the last two years, more than 200 papers have been written on how mac...
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10/25/2018