Select Page


APRIL, 2021

by Zulaikha Greer

What Is Privacy by Design?

Millions of dollars go into securing the data and privacy of an organization. Still, malicious attacks, unnecessary third-party access, and other data security issues still prevail. While there is no definite way to completely get rid of such attacks, organizations must find more effective ways to fight these threats. One such method is called privacy by design. This blog discusses the concept of privacy by design and covers the following topics:

  1. Need for privacy by design
  2. What is privacy by design?
  3. Seven principles of privacy by design
  4. Implementing privacy by design


Need for Privacy by Design

With the ever-growing era of big data, the issues related to data security must be at the forefront of every organization’s framework. Presently, data is the driving force behind most of the tech giants as well as growing start-ups. The benefits of adapting to data-driven approaches are endless. However, the price of such benefits is a threat to the privacy of data.


As organizations indulge in data-driven practices, they share tons of information across different networks within their organization, as well as with other companies. Furthermore, due to the dynamic nature of transferring data between networks, one can find it difficult to keep track of who is accessing, editing, and updating databases. This exposes data to external threats, especially if data is not managed and tracked actively.

For these reasons, organizations must develop a data privacy framework that fits their organizational structure. Privacy by design is an effective process that ensures data security is maintained and practiced at every level within an organization.

What Is Privacy by Design?

Ann Cavoukian, former Information and Privacy Commissioner for the Canadian province of Ontario, proposed the idea of privacy by design (PbD). Formally defined, privacy by design is a framework that embeds privacy and security into each and every structural level of an organization or business project.

Most organizations implement privacy as a separate entity of their organizational structure. It is thought of as an add-on to the existing organizational framework. However, this mindset makes data security and privacy an extension of the existing business framework, rather than a part of it.

If an organization incorporates security protocols from the elementary level of a project, the organization can avoid the risk of a security breach from the very beginning. Conventional data privacy frameworks fail to do so because they do not apply security protocols throughout each level of a business. PbD offers massive benefits because it ensures privacy from the lowest level of a project up until its completion.

7 Principles of Privacy by Design

Privacy by design can be defined through the following seven principles.

1. Proactive, Not Reactive

This principle aims at practicing PbD from the most foundational level of a project. Privacy must be actively (proactively) incorporated and ingrained within the core principles of the organization. By doing so, the organization prepares itself to fight against any security breaches in advance, instead of turning to a third-party specialist after issues arise.

2. Privacy As a Default Setting

It is quite common to see businesses collect customer data through their websites. Such extraction of data must be properly specified and justified to the customer. It is the responsibility of the organization to collect only the type of user data that is necessary. By adhering to policies that prioritize customer data security, an organization can inculcate security and privacy into its culture.

3. Embed Privacy Into Design

As mentioned earlier, one must embed privacy into the structure of an organization and not just perceive it as a mere add-on. By doing this, an organization can maintain security at every level. This reduces the risk of exposing sensitive information to hackers. Moreover, privacy becomes part of the culture of an organization, rather than an additional precautionary measure.

4. Retain Full Functionality (Positive-Sum, Not Zero)

When an organization incorporates privacy into their framework, it must not hinder the functionality of any other process within the framework. This is what retain full functionality means. Again, this has to do with the fact that one must not view privacy as an add-on to the existing framework. Instead find a way to integrate it into the organization in such a way that a fully functional framework emerges.

5. End-to-End Security

As the phrase suggests, end-to-end security dictates that an organization must responsibly secure information from the very onset of data collection until it is no longer needed. This means that an organization must maintain and follow security protocols throughout the entire lifecycle of a business or a project. This comes easily when one integrates security as a part of the organization’s framework.

6. Maintain Visibility and Transparency 

This principle ensures that all communication and data related to the implementation of projects, and that involves stakeholders or collaborators, are made available and accessible to them. By allowing stakeholders to actively access and take part in the projects, an organization builds a trustworthy relationship with their stakeholders. Maintaining visibility and transparency is also essential at the customer level. What an organization does with information collected from users must be clearly specified and justified.

7. Respect User Privacy 

Respecting user privacy is a persistent issue, especially in the current big data era. With commercial websites both conspicuously and subtly asking for personal data, organizations need to pay more attention to their user privacy protocols. When any organization collects user data, it must clearly specify why, how, and what they do with the data. Furthermore, user must be free to revoke their consent to sharing information if they feel it is unsafe. This not only makes users feel more secure, but it also builds trust with the organization.

Implementing Privacy by Design in Your Organization

To incorporate PbD into your business, you must practice the above principles. Practicing these principles and incorporating them into your organization might be a difficult task, especially if you’re trying to embed PbD into an existing system. PbD may involve remodeling your entire system and incorporating security measures at each step as you rebuild the system.

The first step to establish PbD is to identify the security risks at each level of your system and incorporate relevant measures. Audit your organizational framework for potential vulnerable access points. After identifying the risk points, the next step is to model a framework that protects the organization from privacy attacks. But most importantly, you must maintain and manage the PbD framework. Perform regular audits to check if all parts of your system are secure and function well. Additionally, make sure that your organization actively monitors the kind of user data that it collects. Respecting user privacy is the key to ensuring a trustworthy relationship.

In this post, we covered the basics of PbD and its seven fundamental principles. We also discussed how you can practice PbD in the corporate world. I hope you found it informative. Stay tuned for more


Zulaikha Greer

This post was written by Zulaikha Greer. Zulaikha is a tech enthusiast with expertise in various domains such as data science, ML, and statistics. She enjoys researching cognitive science, marketing, and design. She’s a cat lover by nature who loves to readyou can often find her with a book, enjoying Beethoven’s, Mozart’s, or Vivaldi’s legendary pieces.

Relevant Articles

Data Compliance: A Detailed Guide for IT Leaders

Data Compliance: A Detailed Guide for IT Leaders

31MARCH, 2021 by Ukpai UgochiSo, As the leader of a DevOps or agile team at a rising software company, how do you ensure that users' sensitive information is properly secured? Users are on the internet on a daily basis for communication, business, and so on. While...

What Is IT Operational Intelligence

What Is IT Operational Intelligence

24MARCH, 2021 by Taurai MutimutemaKnowledge is more important than ever in businesses of all types. Each time an engineer makes a decision, the quality of outcomes (always) hangs on how current and thorough the data that brought about their knowledge is. This...

What Is Data Fabrication in TDM

What Is Data Fabrication in TDM

15MARCH, 2021 by Carlos SchultsIn today’s post, we’ll answer what looks like a simple question: what is data fabrication in TDM? That’s such an unimposing question, but it contains a lot for us to unpack. What is TDM to begin with? Isn’t data fabrication a bad thing?...

Top TDM Metrics

Top TDM Metrics

19 FFEBRUARY, 2021 by Carlos Schults "You can't improve what you don't measure." I'm sure you're familiar with at least some variation of this phrase. The saying, often attributed to Peter Drucker, speaks to the importance of metrics as fundamental tools to enrich and...

Structured Versus Unstructured Data

Structured Versus Unstructured Data

08 FEBRUARY, 2021 by Zulaikha Greer Data is the word of the 21st century. The demand for data analysis skills has skyrocketed in the past decade. There exists an abundance of data, mostly unstructured, paired with a lack of skilled professionals and effective tools to...

Enterprise Environments: Understanding Deployment at Scale

Enterprise Environments: Understanding Deployment at Scale

04 JANUARY, 2021 by Ukpai Ugochi Have you ever wondered what would happen if you mistakenly added bugs to your codes and shipped them to users? For instance, let's say an IT firm has its primary work tree on GitHub, and a team member pushes codes with bugs to the...