规模化数据保护的自动化，第一部分

Part one of a series on how we provide powerful, automated, and scalable data privacy and security engineering capabilities at Airbnb.

关于我们如何在Airbnb提供强大的、自动化的、可扩展的数据隐私和安全工程能力系列的第一部分。

Elizabeth Nammour, Wendy Jin, Shengpu Liu

Elizabeth Nammour,Wendy Jin,Shengpu Liu

Our community of hosts and guests trust that we will keep their data safe and honor their privacy rights. With frequent news reports of data security breaches, coupled with global regulations and security requirements, monitoring and protecting data has become an even more critical problem to solve.

我们社区的主人和客人相信我们会保护他们的数据安全，并尊重他们的隐私权。随着数据安全漏洞的频繁新闻报道，再加上全球法规和安全要求，监测和保护数据已成为一个更加关键的问题，需要解决。

At Airbnb, data is collected, stored, and propagated across different data stores and infrastructures, making it hard to rely on engineers to manually keep track of how user and sensitive data flows through our environment. This, in turn, makes it challenging for them to protect it. While many vendors exist for different aspects of data security, no one tool met all of our requirements when it came to data discovery and automated data protection, nor did they support all of the data stores and environments in our ecosystem.

在Airbnb，数据是在不同的数据存储和基础设施中收集、存储和传播的，因此很难依靠工程师来手动跟踪用户和敏感数据如何在我们的环境中流动。这反过来又使他们在保护数据方面面临挑战。虽然有许多供应商存在于数据安全的不同方面，但在数据发现和自动数据保护方面，没有一个工具能满足我们的所有要求，也没有支持我们生态系统中的所有数据存储和环境。

In this three-part blog series, we’ll be sharing our experience building and operating a data protection platform at Airbnb to address these challenges. In this first post, we will give an overview of why we decided to build the Data Protection Platform (DPP), walk through its architecture, and dive into the data inventory component, Madoka.

在这个由三部分组成的博客系列中，我们将分享我们在Airbnb建立和运行数据保护平台以解决这些挑战的经验。在第一篇文章中，我们将概述我们为什么决定建立数据保护平台（DPP），浏览其架构，并深入研究数据库存组件Madoka。

Data Protection Platform (DPP)

数据保护平台（DPP

Since no one tool was meeting our needs, we decided to build a data protection platform to enable and empower Airbnb to protect data in compliance with global regulations and security requirements. How...