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Natural Language v. Regex: The Context wars

Natural Language v. Regex: The Context wars

by Pieter Luitjens | Feb 3, 2021 | Machine Learning, Privacy, Security

The past decade has seen AI advance in leaps and bounds, with Deep Learning (DL) enabling many new applications and redefining industries. Computer Vision has had a particularly significant impact: without it, DL computers could not reliably process real-world images...
Privacy Tech: Understanding Internet Security

Privacy Tech: Understanding Internet Security

by Patricia Thaine | Dec 14, 2020 | Privacy, Security

There exists a vibrant ecosystem of specialized security tools. The sad truth is that it is almost impossible to reach 100% invulnerability. Privacy Tech: Understanding Internet Security Until recently, one of the main tools that organizations had in their toolbox...
The Four Pillars of Privacy-Preserving AI

The Four Pillars of Privacy-Preserving AI

by Patricia Thaine | Jan 1, 2020 | Machine Learning, Privacy, Security

Data privacy has been called “the most important issue in the next decade,” and has taken center stage thanks to legislation like the European Union’s General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA). Companies, developers, and...
Part 2: Homomorphic Encryption for Beginners 

Part 2: Homomorphic Encryption for Beginners 

by Patricia Thaine | Sep 3, 2019 | Privacy, Security

In Part 1 of this guide, we covered many of the basics of homomorphic encryption. In Part 2, we will discuss a practical application of homomorphic encryption to privacy-preserving signal processing. Part 2: Homomorphic Encryption for Beginners  The goal of this post...
Part 1: Homomorphic Encryption for Beginners

Part 1: Homomorphic Encryption for Beginners

by Patricia Thaine | Dec 26, 2018 | Privacy, Security

This article will go over the basics of homomorphic encryption, followed by a brief overview of the open source homomorphic encryption libraries that are currently available, then will finish with a tutorial on how to use one of those libraries (namely, PALISADE). For...
A Brief Overview of Privacy-Preserving Technology Methods

A Brief Overview of Privacy-Preserving Technology Methods

by Patricia Thaine | Mar 22, 2018 | Privacy, Security

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. Symmetric...

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