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

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


Anthology ID:DBLP:conf/cikm/ZengYZSW23
Volume:Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
Year:2023
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:3114-3123
URL:https://doi.org/10.1145/3583780.3614957
DOI:https://doi.org/10.1145/3583780.3614957
DBLP:conf/cikm/ZengYZSW23
BibTeX:
@inproceedings{zeng-2023-manipulating, author = {Huimin Zeng and Zhenrui Yue and Yang Zhang and Lanyu Shang and Dong Wang}, editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael P. Oakes and Mounia Lalmas-Roelleke and Min Zhang and Rodrygo L. T. Santos}, title = {{Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning}}, booktitle = {{Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}}, pages = {3114--3123}, publisher = {ACM}, year = {2023}, url = {https://doi.org/10.1145/3583780.3614957}, doi = {https://doi.org/10.1145/3583780.3614957} }