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import syft as sy
import numpy as np
import torch as th
hook = sy.TorchHook(th)


    

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pub, pri = sy.keygen()


    

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x = th.Tensor([1,2,3]).encrypt(protocol="paillier", public_key=pub)
y = th.Tensor([2,2,2])


    

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out = x.mm(y)


    

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out = out.decrypt(protocol="paillier", private_key=pri)


    

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y = th.rand(1,5)


    

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out = th.add(x,x)


    

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out = y.mm(x.transpose())


    

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y2 = out.decrypt(protocol="paillier", private_key=pri)


    

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y2


    

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from phe import paillier
public_key, private_key = paillier.generate_paillier_keypair()
secret_number_list = [3.141592653, 300, -4.6e-12]
encrypted_number_list = [public_key.encrypt(x) for x in secret_number_list]
[private_key.decrypt(x) for x in encrypted_number_list]


    

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x = encrypted_number_list[0]


    

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x +1


    

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