AI

How to Train Conditional Generative AI

How to Train Conditional Generative AI

To train a piece of artificial intelligence (AI) is nothing short of an art. It’s a process that involves precise calibrations, scientific understanding, and endless iterations. Generative models are a category of AI that can generate new data from the same statistical distributions as the training data. Such models are often used to produce synthetic...

by Michal Wachstock

November 5th, 2024 7 min read

7 Ways Generative AI Benefits Cybersecurity

7 Ways Generative AI Benefits Cybersecurity

How can generative AI be used in cybersecurity? Generative AI makes cyber security professionals better by automating the work required to do the job effectively. Such benefits range from collectives like industry specific ISACs to internal teams for improved onboarding, proactive threat detection, automated vulnerability assessments, and streamlined incident response. Generative AI also helps reduce...

by Michal Wachstock

October 3rd, 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

Duality and the EU AI Act & Article 59

Duality and the EU AI Act & Article 59

The EU AI Act’s purpose is to “lay down a comprehensive legal framework for the development, marketing, and use of AI in the EU in conformity with EU values, to promote the human-centric and trustworthy AI while ensuring a high level of protection of health, safety and fundamental rights, and support innovation while mitigating harmful...

by Michal Wachstock

May 23rd, 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

How to Build an AI Governance Framework That Actually Enforces Privacy

How to Build an AI Governance Framework That Actually Enforces Privacy

An AI governance framework is only as effective as its ability to enforce the rules it defines. Most organizations invest heavily in governance policies, risk assessments, and compliance documentation, yet those controls often break down once AI systems move into production and sensitive data flows across teams, cloud environments, and third-party partners. The problem isn’t...

by Michal Wachstock

April 4th, 2024 12 min read

Challenges When Building and Monetizing an Inference Model

Challenges When Building and Monetizing an Inference Model

Inference models offer tremendous potential for businesses to gain insights and boost revenue. But let’s face it: creating and profiting from these machine learning models isn’t a walk in the park. It takes a mix of technical know-how, smart strategy, and an understanding of the market. So, what challenges might you face when you’re developing...

by Michal Wachstock

April 1st, 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...

by Michal Wachstock

March 29th, 2024 6 min read

Duality Technologies Launches Secure AI Solution in Microsoft Azure Marketplace

Duality Technologies Launches Secure AI Solution in Microsoft Azure Marketplace

The new solution enables organizations to leverage sensitive data for AI development while protecting model IP and satisfying data privacy, security, and legal concerns by default. HOBOKEN, N.J., March. 21, 2024 – Duality Technologies, the leader in secure data collaboration for enterprises and government agencies, today announced it has launched its Trustworthy AI solution in...

by Michal Wachstock

March 21st, 2024 3 min read

Sell AI Insights, Not Secrets

Sell AI Insights, Not Secrets

Use Duality to personalize and monetize AI while keeping model IP and data safe. Many organizations today have models of varying types that are valuable when personalized for specific organizations. The challenge is that customer datasets may be too sensitive to send, as are the models themselves. Duality’s Secure Collaborative AI solution eliminates these issues,...

by Michal Wachstock

February 21st, 2024 2 min read

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