Privacy Archives - Duality Technologies

October 23rd, 2024 by Derek Wood

Is Duality’s Platform Compliant with NIST?

The National Institute of Standards and Technology (NIST) recently released updated guidance on “Safe, Secure, and Trustworthy AI,” and we’re excited to share how Duality’s Confidential AI solution aligns with these requirements. One key criterion NIST emphasizes for trustworthy AI is that it must be “Privacy Enhanced.” This implies that AI ecosystems need to incorporate...

September 23rd, 2024 by Derek Wood

Posted in Privacy

Data Mesh vs. Data Fabric: Understanding the Key Differences in Data Management

With the rapid growth in data generation and collection, businesses have realized the need for better data management to make the most of their information. However, traditional methods of managing data are no longer enough to keep up with the growing amount of enterprise data. The need to acquire and process data from disparate systems...

August 9th, 2024 by Michael Hughes

Posted in AI, Cloud Computing, Privacy, Security

Tags: apple, encrypted computing technology, fhe, Homomorphic encryption, Privacy

Apple’s FHE Announcement: Privacy-led Growth Has Begun

Apple's recent announcement of integrating Homomorphic Encryption (HE) into iOS 18 is a monumental step for privacy. It signifies the coming-of-age for privacy-enhancing technologies, a field once considered theoretical but now becoming a practical necessity in our data-driven world. Duality has a solution that allows anyone to adopt this technology without the expertise and time required to build an in-house solution.

May 9th, 2024 by Derek Wood

Posted in Cloud Computing, Privacy, Security

What is A Zero Trust Data Protection Strategy

What is Zero Trust Data Protection? “Zero trust” comes from the acknowledgment that any data access, from any user, whether incidental or direct, is a potential way into networks, applications, or data repositories for malicious actors. And so was born the concept of zero trust security, wherein all access must be verified. Cybersecurity is a...

May 3rd, 2024 by Derek Wood

Posted in Privacy, Security

The Future of Data Clean Rooms, TEEs, and Secure Data Sharing

Exec Summary Data clean rooms (DCRs) are beginning to capture attention as potential components of data privacy and AI security solutions, offering a controlled environment for secure collaborative data analysis. However, DCRs have been available for a while, so what do they do and why did Duality decide to support Trusted Execution Environments (TEEs) instead...

April 9th, 2024 by Michael Hughes

Posted in AI, Privacy, Security

Tags: data service providers

The Data Dilemma: How Data Services Companies Can Unlock New Value with Privacy-Enhancing Technologies

"The future of the data-driven economy hinges on privacy. PETs enable data services companies to harness the power of their data and AI models responsibly – a win-win for businesses and consumers alike." Learn how Secure AI Collaboration can help your data service business 1. Unlock New Revenue Streams 2. Build Trust and Compliance 3. Drive Data-Fueled Innovation

April 4th, 2024 by Derek Wood

Posted in AI, Post, Privacy, Security

9 Principles of an AI Governance Framework

What is AI Governance? With the rise of generative AI, there is a growing need for established criteria to ensure that AI technologies and models adhere to ethical standards, regulatory compliance practices, IP protection, and privacy concerns. This is where AI governance serves as a bridge between technological potential and ethical responsibility. AI governance refers...

March 29th, 2024 by Derek Wood

Posted in AI, Privacy, Security

Challenges with Implementing and Using Inference Models

Executive Summary As machine learning and artificial intelligence become integrated into organizational and government processes and strategies, their use across various sectors has become much more widespread. However, as their adoption grows, so too do the privacy concerns associated with utilizing vast amounts of data for model training and inferencing. Navigating the balance between leveraging...

March 15th, 2024 by Derek Wood

Posted in Privacy, Security

Cross Border Data Transfer: Global Data Compliance Strategies

The digital world knows no borders, and data is its universal language. As globalization and digital expansion progress, transferring data across borders has become a critical issue. But what exactly is cross-border data transfer? It’s the movement of personal information or data across the geographical, legal, and technological borders of different countries. This process is...

February 29th, 2024 by Derek Wood

Posted in Privacy, Security

A Comprehensive Guide Comparing Data Masking vs Tokenization

Data Masking vs Tokenization The way we use data has dramatically changed, pushing technology forward in exciting ways. However, keeping that data safe is more important than ever. The real challenge of data security is protecting all those bits and pieces of sensitive information from falling into the wrong hands. As we’ve come to rely...

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