Search Results for author: Yunpeng Xiao

Found 2 papers, 1 papers with code

Dual Model Replacement:invisible Multi-target Backdoor Attack based on Federal Learning

no code implementations22 Apr 2024 Rong Wang, Guichen Zhou, Mingjun Gao, Yunpeng Xiao

Considering the characteristics of trigger generation, data poisoning and model training in backdoor attack, this paper designs a backdoor attack method based on federated learning.

Backdoor Attack Data Poisoning +1

Semi-Supervised Segmentation of Mitochondria from Electron Microscopy Images Using Spatial Continuity

1 code implementation6 Jun 2022 Yunpeng Xiao, Youpeng Zhao, Ge Yang

Fully supervised deep learning models developed for this task achieve excellent performance but require substantial amounts of annotated data for training.

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