IDCloak lets n parties privately find their common data rows and build a secret-shared training set for vertical federated learning, with no non-colluding server and with security against up to n-1 colluding parties.
Comprehensive analysis of privacy leakage in vertical federated learning during prediction
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IDCloak: A Practical Secure Multi-party Dataset Join Framework for Vertical Privacy-preserving Machine Learning
IDCloak lets n parties privately find their common data rows and build a secret-shared training set for vertical federated learning, with no non-colluding server and with security against up to n-1 colluding parties.