Welcome to the Statice blog,
your feed for everything synthetic data!

September 16, 2021
Interview

On the privacy of machine learning models: discussion with researcher Franziska Boenisch

In this interview, Machine Learning and privacy researcher Franziska Boenisch explains the logic behind privacy attacks and defense mechanisms for machine learning models. Learn about model vulnerability, Differential Privacy, DP-SGD algorithm, and privacy assessment.
Read more
Data privacy
A list of events and resources for Data Privacy day 2021
January 26, 2021

January 28 is Data Privacy Day 2021 and the opportunity to raise awareness around data privacy and the protection of personal information. We prepared a list of events and resources on these topics.

Read more
Synthetic data
Types of synthetic data and 5 real-life examples
January 15, 2021

This post presents different synthetic data types: text, media (video, image, sound), and tabular synthetic data. We define them, go over the reasons behind the need for synthetic data, and present five real-life examples of synthetic data applications.

Read more
Use case
Which industries have the strongest need for synthetic data?
December 11, 2020

How do you solve the joint issues amongst different relational tables? How do you kickstart a synthetic data project? Which industries have the strongest need for synthetic data? Read on to discover the answers to our latest webinar questions in this post!

Read more
Use case
Case study: making medical data available for research
December 8, 2020

This post revisits the story of Newsenselab's project with synthetic data technology. Read how the team successfully anonymized more than 170 000 migraine symptom data points while maintaining a high utility for research.

Read more
Synthetic data
Making the most out of time-series data with synthetic data
November 23, 2020

This post sheds light on a data type gaining in popularity: time-series data. It offers a definition and presentation of this analytics resource. We explore the challenges of leveraging time-series data and how synthetic time-series data generation could help.

Read more
Use case
Preserving privacy with synthetic financial data
October 22, 2020

This post explores the challenges of leveraging data in the financial industry, as well as how to regain the ability to work with data safely and efficiently. Read how synthetic financial data can support your organization data operations while complying with existing data privacy constraints.

Read more
Synthetic data
What is the ROI of synthetic data?
October 9, 2020

Are you evaluating privacy-preserving synthetic data and want to know what Return on Investment (ROI) you can expect? Check out this article in which we cover some elements to take into account when evaluating the value of adding synthetic data generation capabilities to your team’s toolbox.

Read more
Synthetic data
How do you generate statistically accurate synthetic data?
October 2, 2020

We discussed the challenges and costs associated with data inertia during our recent webinar on synthetic data for finance. We took some of the interesting questions that we received from the audience and presented the answers in this article.

Read more
Data privacy
Which data protection methods do you need for privacy?
September 30, 2020

Privacy-enhancing techniques can help companies answer to ever-increasing privacy requirements of technical and societal nature. This article presents privacy protection methods such as pseudonymization, generalization, and generation of synthetic data. It also discusses the scope and importance of data privacy.

Read more

Get the latest content straight to your inbox!