Fairness-aware training of face attribute classifiers via adversarial robustness

Huimin Zeng; Zhenrui Yue; Ziyi Kou; Yang Zhang; Lanyu Shang; Dong Wang

doi:10.1016/j.knosys.2023.110356

Fairness-aware training of face attribute classifiers via adversarial robustness

Huimin Zeng
, Zhenrui Yue
, Ziyi Kou
, Yang Zhang
, Lanyu Shang
, Dong Wang

Computer Science

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	110356
Number of pages	17
Journal	Knowledge-Based Systems
Volume	264
DOIs	https://doi.org/10.1016/j.knosys.2023.110356
State	Published - Mar 15 2023

Keywords

Adversarial robustness
Fair machine learning
Human face recognition

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10.1016/j.knosys.2023.110356

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title = "Fairness-aware training of face attribute classifiers via adversarial robustness",

keywords = "Adversarial robustness, Fair machine learning, Human face recognition",

author = "Huimin Zeng and Zhenrui Yue and Ziyi Kou and Yang Zhang and Lanyu Shang and Dong Wang",

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language = "English",

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T1 - Fairness-aware training of face attribute classifiers via adversarial robustness

AU - Zeng, Huimin

AU - Yue, Zhenrui

AU - Kou, Ziyi

AU - Zhang, Yang

AU - Shang, Lanyu

AU - Wang, Dong

PY - 2023/3/15

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KW - Fair machine learning

KW - Human face recognition

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VL - 264

JO - Knowledge-Based Systems

JF - Knowledge-Based Systems

M1 - 110356

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Fairness-aware training of face attribute classifiers via adversarial robustness

Keywords

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