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Encrypted Logistic Regression

It is addition of another machine leanring algorithm to my effort to convert these with fully homomorphic encryption. This is a lot simpler because this is a little step helping in moving towards deep learning models. I have not put much effort on it like CNN so it is not that well optimized.

Encrypted prediction model is at branch https://github.com/Arman001/LogisticRegression/tree/encrypted_logistic_regression


Training without using any approximation of sigmoid

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Training with Degree 3 Approximation

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Plain Testing

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Encrypted Testing

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It is addition of another machine leanring algorithm to my efforts to convert these with homomorphic encryption

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