#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright 2019 The FATE Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # from pipeline.param.base_param import BaseParam from pipeline.param import consts class EncryptParam(BaseParam): """ Define encryption method that used in federated ml. Parameters ---------- method : {'Paillier'} If method is 'Paillier', Paillier encryption will be used for federated ml. To use non-encryption version in HomoLR, set this to None. For detail of Paillier encryption, please check out the paper mentioned in README file. key_length : int, default: 1024 Used to specify the length of key in this encryption method. """ def __init__(self, method=consts.PAILLIER, key_length=1024): super(EncryptParam, self).__init__() self.method = method self.key_length = key_length def check(self): return True