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.
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Data privacy
How to manage re-identification risks with synthetic data
July 27, 2021

This article covers the main privacy risks associated with anonymized data. We also describe the levels of re-identification protection of data protection techniques; the privacy-preservation properties of synthetic data.

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Interview
Synthetic data, real use-cases: a talk with our product team
July 16, 2021

This post is part of a series of discussions with the Statice team. Borbala and José from our product team shared their learnings on synthetic structured data generation.

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Use case
AI-driven data agility: synthetic data in insurance
May 18, 2021

We present in this article why insurers need to make privacy a strategic decision to remain agile and how privacy-preserving data represents a renewed ability to process customer data safely and seamlessly.

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Interview
Interview on technology, data regulations, and ethical AI
May 11, 2021

In this new entry of our data interview series, we talked to Behrang Raji, data protection and technology specialist, about privacy, data regulations, and ethical AI.

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Announcement
The future of Statice: our partnership with PwC Germany
March 30, 2021

Statice's CEO, Omar Ali Fdal, shares his take on the partnership with PwC Germany: what it means for Statice and what the future holds for our company.

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Interview
AI and healthcare: Interview with Jeanette Knipp from Idalab
March 25, 2021

In this new entry of our data interview series, we talked to Jeanette Knipp, Junior Associate at idalab, about AI and data access in healthcare.

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Synthetic data
Generating privacy-preserving synthetic data
February 23, 2021

Learn about the Statice software in this post. Discover details about its technical features and the properties of the synthetic data you can generate with it.

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Synthetic data
How do you generate synthetic data?
February 11, 2021

This article explores synthetic data generation. What's the logic behind synthetic tabular data generation? And what role can deep learning play? We look at two models, VAEs and GANs, and explain which approach we decided to follow at Statice.

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Interview
On business and privacy: talk with our commercial team
February 2, 2021

This post is part of a series of discussions with team Statice. Beatrice and Ben from our commercial team looked back at their experiences working with enterprises on their data access and privacy challenges. They shared their learnings and opinions on the evolution of data constraints.

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