Trustworthy DD
Adaptive Backdoor Attacks Against Dataset Distillation for Federated Learning
Ze Chai, Zhipeng Gao, Yijing Lin, Chen Zhao, Xinlei Yu, Zhiqiang Xie
ICC 2024 · first public 2024-06-01
In one paragraph
Proposes three adaptive dataset-condensation-based backdoor attacks against dataset distillation used in federated learning, in which the trigger is dynamically modified during the distillation process rather than fixed in advance.
Where it sits
- Setting: Image classification
BibTeX (generated; prefer the venue's official entry)
@article{chai2024adaptive,
title = {Adaptive Backdoor Attacks Against Dataset Distillation for Federated Learning},
author = {Ze Chai and Zhipeng Gao and Yijing Lin and Chen Zhao and Xinlei Yu and Zhiqiang Xie},
journal = {ICC 2024},
year = {2024}
}