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ZhiHao Cao b0c878199d | 2 years ago | |
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agentenc | 2 years ago | |
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飞桨模型加密库 - EAP阶段
在分发加密模型时,请务必进行不限于以下的操作方可避免轻易破解
飞桨推理模型加密可参考从内存中加载加密飞桨推理模型
数据加密:
# 导入 RSA 加密器
from agentenc import RSAEncryptor
# 初始化 RSA 加密器
encryptor = RSAEncryptor(bits=1024)
# 构建原始数据
pure_data = {
'int': 100,
'float': 0.01,
'str': 'hello',
'list': [100, 0.01, 'hello']
}
# 数据加密
key = encryptor.encode(
input=pure_data,
output='out',
format='pkl',
keys_saving_path='key'
)
# 打印随机生成的密钥
print(key)
'''
{
'private_key': b'-----BEGIN RSA PRIVATE KEY-----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\n8PxyjyOc5IFWieKGUfZQ3ZdKDm95dvAyKpkDa8tqMCM=\n-----END RSA PRIVATE KEY-----',
'public_key': b'-----BEGIN PUBLIC KEY-----\nMIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQDQq3mzdfDYjg8ool1Jl5WrmFAk\nJWarokIQAzq/3wT+cbNUy/zvqxHCn7bYsifvx5nLnfCL7cm3BVygnB4clP8p6EAl\nO8KcocC/6WfCyTW5gw23z5TctzSzAERtNTGwDst3RAnEDeJ2crNi/xSs2Wa6k1bN\nkxNFUehEd4ExpYFwLQIDAQAB\n-----END PUBLIC KEY-----'
}
'''
# 使用解密函数对文件进行解密
data = RSAEncryptor.decode(
inp='out.pkl',
private_key=key['private_key']
)
# 输入与输出数据对比
print(data == pure_data)
'''
True
'''
数据解密:
# 导入基础加密器
from agentenc import Encryptor
# 读取私钥
private_key = open('key.PRIVATE', 'rb').read()
# 使用解密函数对文件进行解密
data = Encryptor.decode(
inp='out.pkl',
private_key=private_key
)
# 输入与输出数据对比
print(data)
'''
{
'int': 100,
'float': 0.01,
'str': 'hello',
'list': [100, 0.01, 'hello']
}
'''
Email : agentmaker@163.com
QQ Group : 1005109853
支持PaddleInference、PPQI的飞桨模型加密库,可对目前所有飞桨静态图模型进行内存级加密/解密,同时内置Golang服务端鉴权工具,进一步优化模型保密的能力。
Python Go Text
Dear OpenI User
Thank you for your continuous support to the Openl Qizhi Community AI Collaboration Platform. In order to protect your usage rights and ensure network security, we updated the Openl Qizhi Community AI Collaboration Platform Usage Agreement in January 2024. The updated agreement specifies that users are prohibited from using intranet penetration tools. After you click "Agree and continue", you can continue to use our services. Thank you for your cooperation and understanding.
For more agreement content, please refer to the《Openl Qizhi Community AI Collaboration Platform Usage Agreement》