Privacy

Batched Functional Bootstrapping: A New Era in Scalable Encrypted Computations

Batched Functional Bootstrapping: A New Era in Scalable Encrypted Computations

Duality Technologies' new vectorized hybrid cryptosystem boosts encrypted computation efficiency, enabling scalable Secure AI and privacy-preserving applications.

by Andreea Alexandru

March 12th, 2025 5 min read

Paradox or Blessing? Regulations vs Innovation in Data & AI

Paradox or Blessing? Regulations vs Innovation in Data & AI

At first glance, the latest and continuing development of data and AI regulations and frameworks seems to be at odds with both innovators and established enterprises. It’s easy to feel this way when reviewing the growing number of general and cross-border data protection regulations strengthening and emerging around the globe – they’re undeniably restrictive. But...

November 26th, 2024 6 min read

Is Duality’s Platform Compliant with NIST?

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...

October 23rd, 2024 5 min read

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

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...

September 23rd, 2024 7 min read

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

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.

by Michael Hughes

August 9th, 2024 2 min read

What is A Zero Trust Data Protection Strategy

What is A Zero Trust Data Protection Strategy

What is Zero Trust Data Protection? Zero Trust is a security model based on one simple premise: don’t trust anyone, not even those inside the network perimeter. In a zero trust security model, all access requests, whether internal or external, are treated as potentially malicious until proven otherwise. This approach fundamentally shifts from traditional security...

May 9th, 2024 6 min read

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

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...

May 3rd, 2024 5 min read

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

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

by Michael Hughes

April 9th, 2024 4 min read

Principles of an AI Governance Framework

Principles of an AI Governance Framework

The world is rapidly building some of the most powerful tools humanity has ever created, and doing it at an unprecedented pace. AI systems now diagnose diseases, drive cars, approve loan applications, and even help judges determine criminal sentences. Yet for all this power, we’re essentially writing the rulebook as we go. As generative AI...

April 4th, 2024 7 min read

Challenges with Implementing and Using Inference Models

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 29th, 2024 6 min read

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