Training KNN and linear regression on encrypted data using CKKS homomorphic encryption yields performance comparable to plaintext models.
Homomorphic Encryption for Arithmetic of Approximate Numbers
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Training Machine Learning Models on Encrypted Data: A Privacy-Preserving Framework using Homomorphic Encryption
Training KNN and linear regression on encrypted data using CKKS homomorphic encryption yields performance comparable to plaintext models.