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July 2, 2024

Federal Tech Podcast: How to Secure Artificial Intelligence

In this episode, Enveil CEO Ellison Anne Williams discusses the importance of enabling Secure AI in the Federal sector

Every technology has a maturation cycle; today we see Artificial Intelligence transitioning from being a parlor trick to being considered for serious applications. The federal government wants secure and reliable solutions to solve problems in the military and healthcare.

Our guest today is Dr. Ellison Anne Williams, she has a PhD in mathematics and is the founder and CEO of Enveil. She provides an overview of AI security by suggesting it is only as good as the data over which you train and use it.

AI is exposed to large data sets and models are encoded with the data with which they were trained. This process can leave the model vulnerable and open to attack, she describes one called a model inversion.”

"If you are going to adopt it broadly, then you’ve got to make sure that you’re doing that in a safe, trustworthy, responsible, and secure fashion. And that’s really the case for our different kind of federal entities and organizations that deal with very, vey sensitive types of data and situations on a daily basis. ."

Ellison Anne Williams, Founder and CEO of Enveil

This is a machine learning technique that examines a model’s output and infers personal information about its data subject.

Dr. Williams suggests a group of technologies called “Privacy Enhancing Technologies” a family of technologies that can offer secure use of Artificial Intelligence. Using this method, the model is securely and privately trained to produce richer insights. PETs allow leaders to secure the use of a wider range of data sources.

This interview is an overview of a technology that can allow federal agencies that must deal with sensitive information to be able to leverage the speed and insights that AI can provide. 

Listen to full podcast here.

Federal tech podcast
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Enveil is a pioneering Privacy Enhancing Technology company protecting Data in Use. Enveil’s business-enabling and privacy-preserving capabilities change the paradigm of how and where organizations can leverage data to unlock value. Defining the transformative category of Privacy Enhancing Technologies (PETs), Enveil’s award-winning ZeroReveal® solutions for secure data usage, collaboration, monetization, and Secure AI protect the content of the search, analytic, or model while it's being used or processed. Customers can extract insights, cross-match, search, analyze, and leverage AI across boundaries and silos at scale without exposing their interests and intent or compromising the security or ownership of the underlying data. A World Economic Forum Technology Pioneer and Gartner Cool Vendor, Enveil is deployed and operational today, revolutionizing data usage in the global marketplace.
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