Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning

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

doi:10.1145/3583780.3614957

Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning

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

Computer Science

University of Illinois

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings Of The 32nd Acm International Conference On Information And Knowledge Management, Cikm 2023
Pages	3114-3123
Number of pages	10
DOIs	https://doi.org/10.1145/3583780.3614957
State	Published - 2023

Keywords

Out-Domain Detection
Uncertainty Estimation

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10.1145/3583780.3614957

Cite this

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title = "Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning",

keywords = "Out-Domain Detection, Uncertainty Estimation",

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

year = "2023",

doi = "10.1145/3583780.3614957",

language = "English",

pages = "3114--3123",

booktitle = "Proceedings Of The 32nd Acm International Conference On Information And Knowledge Management, Cikm 2023",

}

TY - GEN

T1 - Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning

AU - Zeng, Huimin

AU - Yue, Zhenrui

AU - Zhang, Yang

AU - Shang, Lanyu

AU - Wang, Dong

PY - 2023

Y1 - 2023

KW - Out-Domain Detection

KW - Uncertainty Estimation

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U2 - 10.1145/3583780.3614957

DO - 10.1145/3583780.3614957

M3 - Conference contribution

SP - 3114

EP - 3123

BT - Proceedings Of The 32nd Acm International Conference On Information And Knowledge Management, Cikm 2023

ER -

Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning

Keywords

Access to Document

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