Blog

Immuta Blog

Why Differential Privacy Should Be Top of Mind for Data Science and Governance Teams

On 30 January I taught a masterclass on de-identification organised by the Future of Privacy Forum together with Khaled El Emam from Privacy Analytics. The audience comprised industry representatives, policy and law-makers mainly from the European Union. My goal was to cover the topic of differential privacy in an easy-to-digest manner, and to highlight the...

News Release: Immuta Expands Legal Engineering Team to Support the Growing Compliance Requirements of Enterprises Implementing Machine Learning

Today Immuta  announced that Sophie Stalla-Bourdillon, a leading expert on the European Union (EU)’s General Data Protection Regulation (GDPR), has joined the company as Senior Privacy Counsel and Legal Engineer. Sophie joins Chief Privacy Officer and Legal Engineer Andrew Burt, alongside Privacy Counsel and Legal Engineer Daniel Wu, on the company’s growing team of legal engineers tackling the...

Data Governance Anti-Patterns: The Copy & Paste Data Sharing Method

(This Is Part III of Our “Data Governance Anti-Patterns Series,” Part II Can Be Found Here). Anti-patterns are behaviors that take bad problems and lead to even worse solutions.  In the world of data governance, they’re everywhere. Today’s anti-pattern probably isn’t thought of as a “pattern” at all because it feels so obvious, and (on...

Opinion: Managing Risk in Machine Learning

In this post, I share slides and notes from a keynote I gave at the Strata Data Conference in New York last September. As the data community begins to deploy more machine learning (ML) models, I wanted to review some important considerations. Read the full article here.

AI Governance: Seeking Clarity and Structure

The spread of artificial intelligence and machine learning is prompting more insistent calls and proposals for oversight and governance – and not just from the risk managers and compliance professionals who are on alert for new threats to business enterprises. The Future of Privacy Forum, a nonprofit focused on privacy and data governance issues, has teamed...

Video: New Ways to Effectively Manage Risk in Machine Learning

Machine learning (ML) is becoming increasingly prevalent across industries, creating new types and new levels of risk. Managing this risk is quickly becoming the central challenge of major organizations, one that strains data science teams, legal personnel, and the C-suite alike. How organizations approach managing this risk will determine their ability to fully make use...