Blog

Sometimes we take a break from building cutting edge AI redaction models to stretch our academic muscles and write about privacy and machine learning.

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Comparing OpenAI vs. Azure OpenAI Services

OpenAI is an organization known for developing a variety of artificial intelligence (AI) models and tools, which are accessible through various platforms and services. Microsoft Azure is a cloud computing platform that offers a range of services and tools for building, deploying, and managing applications.

Jan 9, 2024

Version 3.6 Release: Enhanced Streaming, Auto Model Selection, and More in Our Data Privacy Platform

Hello, dear community! We are thrilled to announce Private AI’s final release of 2023 with Version 3.6. Let’s explore what’s new and enhanced in this version.

Dec 21, 2023

Demystifying De-identification

Understanding key tech for data protection regulation compliance

Apr 6, 2021

Part 1: Homomorphic Encryption for Beginners

We cover the basics of homomorphic encryption, followed by a brief overview of open source HE libraries and a tutorial on how to use one of those libraries (namely, PALISADE).

Dec 26, 2018

Why is Privacy-Preserving NLP Important?

A number of people ask us why we should bother creating NLP tools that preserve privacy. Apparently not everyone spends hours thinking about data breaches and privacy infringements.

Jun 26, 2018

A Brief Overview of Privacy-Preserving Technology Methods

A very brief overview of privacy-preserving technologies follows for anyone who’s interested in starting out in this area. I cover symmetric encryption, asymmetric encryption, homomorphic encryption, differential privacy, and secure multi-party computation.

Mar 22, 2018