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README
GPL-3.0

通用密码算法库开发文档

目标

  1. 实现多种算法的加解密算法;
  2. MySQL数据库进行存储,引入中间件redis进行缓存查询优化;
  3. 对加密插入、数据库查询的性能进行压力测试,得到性能图表进行比较;

1. 数据库设计

  • 基础元素:明文、密钥(可选)、密文、加密类型;

  • 三种类型的表:对称和非对称加密,保存密钥的表(用于后续的消息队列存储和分发)

  • 表中的键值关系

    1. 主键应该是对应查询的序列号(采取主键自增,最初从100开始进行累加计数)
    2. 属性值包含明文、密文、密钥(可选)、加密类型;
  • 对应关系:主要是明文-密文-类型的关系;公钥和私钥等利用第三方密码库进行处理、生成,所以就不用存储了;

  • 这里存在问题:如果是相同的明文进行多种加密方式,那么如何选择合适的进行存储?

    • 较为便利的方式:对工具库/类的引用
  • Redis数据库部分的思考:

    1. 采用什么数据结构合适?

    2. 在单体项目数据库中对插入、查询的结果进行缓存,这样直接不必重新从redis中进行查询?

2. 项目单体架构

1. 用户端(消费者)

  1. 输入明文、密钥信息,将该信息序列化之后传入到服务端使用。

2. 服务端(提供者)

  1. 获取明文、密钥信息,controller - dao - service 三层基础处理流程,进行加密函数的调用解析,返回加密后的信息数据;

  2. 数据库按照类型进行存储,后续将搜索过加解密数据存储到redis当中进行缓存即可(可以设置有效时间,过期垃圾回收等等)

密码要求

AES、ECDSA、 SHA256、SM2、SM3、SM4

  • 对称加密算法:AES、SM4;

  • 非对称加密算法:ECDSA、SM2;(这里暂未全部实现)

    1. ECDSA

    当使用ECDSA时,一般涉及到密钥生成、签名和验证三个主要步骤。以下是一个简单的示例说明了ECDSA的用法:

    1.1 密钥生成:

    首先,需要生成一对公钥和私钥。这对密钥将用于进行数据的签名和验证。

    1.2 数据签名:

    假设有一段数据需要进行签名,比如一份文档或者一条消息。对这段数据进行签名的过程如下:

    • 使用私钥对数据进行签名,生成签名值。

    1.3 签名验证:

    接收方在接收到数据和签名值之后,可以使用公钥来验证签名的有效性。

    • 使用公钥和原始数据进行签名验证,验证签名是否合法。

    部分流程:

    1. 接收到的数据包括原始数据(message)、签名值(signature)和发送方的公钥(public key)。
    2. 接收方使用发送方的公钥、原始数据和签名值来验证签名的有效性。
    3. 接收方对签名值进行解密或者解码,得到一些中间数据。
    4. 接收方根据ECDSA算法规则对中间数据进行操作,生成一个值。
    5. 将生成的值与原始数据进行比较:
      • 如果两者相匹配,则表示签名有效,数据未被篡改。
      • 如果不匹配,则表示签名无效,数据可能已经被篡改。

    总之,接收方使用公钥和签名值进行一系列操作,并将结果与原始数据进行比较,以确认签名的有效性和数据的完整性。这样可以确保数据在传输过程中没有被篡改。

    1. SM2

    SM2是一种非对称加密算法,下面是SM2的加密和解密过程:

    SM2加密过程:

    1. 生成密钥对:首先,需要生成一对公钥和私钥。公钥用于加密数据,私钥用于解密数据。
    2. 加密数据:
      • 随机生成一个对称密钥(例如AES密钥)用于对称加密数据。
      • 使用公钥对称密钥进行加密,得到密文密钥。
      • 使用对称密钥对原始数据进行加密,得到密文数据。
    3. 生成密文:将密文密钥和密文数据组合在一起形成最终的密文。

    SM2解密过程:

    1. 使用私钥解密密文密钥,得到对称密钥。
    2. 使用对称密钥解密密文数据,得到原始数据。

    需要注意的是,SM2算法中的加密和解密涉及到对称加密算法(如AES)来实现数据的加密和解密过程,而非直接使用非对称加密算法进行数据的加密和解密。这种结合对称加密和非对称加密的方式既保证了安全性,又提高了效率。

  • 哈希算法:SHA256、SM3;(可加密,但是不可解密)

3. 中间件

1. 消息队列

  • 用于存储中间的密钥,可以分配不同的集群模式(后续补充,压测和数据量)

2. 缓存(Redis)

  • 存储序号和类型,通过查询明文得到对应的密文
  • 通过redis进行缓存,绑定合适的明文和密钥,返回密文,作为缓存(这个后续再补充也可)
  • 采取的数据结构是String类型,可以设置expire设置过期、保存时间

4. 压测和性能

  • 利用的工具平台是Jmeter,模仿高并发环境;

  • 这里对多个服务端并发加密、并发查询、以及数据库MySQL和缓存redis的性能进行比较;

  1. 1000并发线程对服务端进行加密请求压测:

  2. MySQL和redis进行1000线程并发查询3轮的性能:

后续可能补充

集群

  • 为增强数据查询的健壮性,在数据量够大的情况下,可以利用集群对数据的查询进行分配;
  • 加解密的类型和测试存储量可能会达到瓶颈;
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后端加解密算法库,利用SpringBoot+spring MVC +MyBatis-PLUS 搭建得单体项目 展开 收起
Java 等 5 种语言
GPL-3.0
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