67 Search results for: 'collaborative ai'

ADS AI Collaboration

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A Better Way to Trial and Sell Data to AI Engineering Teams

Blog

The data vendors must hold on to their valuable data until a sale, and the AI model owner must protect their IP (the models). In this article, we demonstrate a solution that simultaneously supports the privacy of the data and the model while allowing model owners to validate the usefulness of the dataset. Through a privacy-protected trial, data vendors can better satisfy security demands from AI teams and shorten sales cycles by providing an easy path to data validation.

Secure AI Development & Training via Confidential Computing and TEEs

Blog

Duality announces the addition of a hardware-based security technology, trusted execution environments (TEEs or Secure Enclaves), for privacy protected AI development in AWS, GCP, or Azure.

Collaborative Privacy-Preserving Analysis of Oncological Data

Blog

FDA Commissioner Robert M. Califf in his remarks to the 2022 NORD Breakthrough Summit, emphasized the importance of Real World Data and Real World Evidence in clinical research and the need to collaborate, especially in the areas of rare diseases and oncology. Real World Data is patient centric and collected from organizations administering care to...

Killer Claims: A New Paradigm in Insurance Fraud Solutions

Blog

Insurance fraud occurs when someone knowingly lies to obtain a benefit or advantage to which they are not otherwise entitled. The impact of insurance fraud affects us all – our economy, our wallets, and our ability to compete for better insurance types and sources. Simply put: when they lose, we lose. So, what is keeping...

Data and Trust: Interview with Rina Shainski and Shafi Goldwasser

Blog

Two Duality Technologies co-founders, Rina Shainski and Shafi Goldwasser, recently met to discuss cryptography. A two-time Gödel Prize and Turing Award winner, Goldwasser tells of her early interest and beginnings in the field. They then examine why the field has become so important in recent years and how Duality facilitates privacy in an increasingly data...

Enabling a Secure Collaborative Data Science World – Duality Series B Funding

Blog

It was early in 2017 that we started Duality, envisioning a future where organizations, enterprises and people can truly collaborate to leverage the data in their possession to drive better and more intelligent decisions, without worrying about compromising the privacy of the data or the risks of leaking valuable business information. We envisioned a world...

Dana Farber: Confidential Federated Learning in Oncology Research

Resource

Utilizing Duality's Secure Collaborative AI solution, Dana Farber was able to unlock and streamline collaborations necessary for oncology research. The solution combines confidential computing (aka trusted execution environments or secure enclaves) with federated learning to support collaboration among disparate entities with sensitive data and models.

How Data Interoperability Drives Effective Cross-Industry Collaboration

Blog

Data is powerful—when it’s connected. Yet, for many organizations, valuable insights remain locked away in isolated systems, out of reach, and underutilized. This is where data interoperability comes in. Data interoperability is the ability to exchange, interpret, and use information across platforms without hitting roadblocks. With data interoperability, different sources of data can ‘talk to...

The Data Challenge: Shifting from DevSecOps to MLSecOps

Blog

DevSecOps has been a thing in software security for over a decade, emphasizing the integration of security from the design phase onwards. These foundational principles continue to serve as the basis for MLSecOps and AISecOps, however, they take it a step further. What is DevSecOps? DevSecOps stands for development, security, and operations. It is a...

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