Book Image

Hands-On Security in DevOps

By : Tony Hsiang-Chih Hsu
Book Image

Hands-On Security in DevOps

By: Tony Hsiang-Chih Hsu

Overview of this book

DevOps has provided speed and quality benefits with continuous development and deployment methods, but it does not guarantee the security of an entire organization. Hands-On Security in DevOps shows you how to adopt DevOps techniques to continuously improve your organization’s security at every level, rather than just focusing on protecting your infrastructure. This guide combines DevOps and security to help you to protect cloud services, and teaches you how to use techniques to integrate security directly in your product. You will learn how to implement security at every layer, such as for the web application, cloud infrastructure, communication, and the delivery pipeline layers. With the help of practical examples, you’ll explore the core security aspects, such as blocking attacks, fraud detection, cloud forensics, and incident response. In the concluding chapters, you will cover topics on extending DevOps security, such as risk assessment, threat modeling, and continuous security. By the end of this book, you will be well-versed in implementing security in all layers of your organization and be confident in monitoring and blocking attacks throughout your cloud services.
Table of Contents (23 chapters)

Data governance – Apache Ranger and Atlas

When it comes to data privacy governance, we will need more than just role-based access control (RBAC) or attribute-based access control (ABAC) which are common in securing access control. Data governance requires additional metadata or tags to define the data classification, and also row-level attribute-based access control for data masking or row filtering. Take data centers in both the EU and US as an example—we would like to have granular access control policies, as follows:

  • US support team can only query US data, and cannot view EU data
  • EU support team can only query EU data, and cannot view US data
  • The age is considered PII and can only be displayed as a range for the US support team
  • The age cannot be displayed to the EU support team
  • The ID is PII and will be applied with data masking

This example shows privacy by...