CausShield decomposes VFL representations via causal representation learning to resist sample reconstruction attacks while preserving utility and convergence.
Vertical federated learning: taxonomies, threats, and prospects.arXiv preprint arXiv:2302.01550, 2023
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CausShield: Sample Reconstruction-Resilient Vertical FL via Causal Representation Learning
CausShield decomposes VFL representations via causal representation learning to resist sample reconstruction attacks while preserving utility and convergence.