MLP-based client models in split learning resist state-of-the-art feature reconstruction attacks that succeed against CNN-based models.
Feature reconstruction attacks and countermeasures of dnn training in vertical federated learning, 2022
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning
MLP-based client models in split learning resist state-of-the-art feature reconstruction attacks that succeed against CNN-based models.