Training KNN and linear regression on encrypted data using CKKS homomorphic encryption yields performance comparable to plaintext models.
Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption
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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.