Company's solutions will be used to advance
secure AI/ML capabilities for multi-domain operations
WASHINGTON, July 23,
2024 /PRNewswire/ -- Enveil, the pioneering
Privacy Enhancing Technology company protecting Data in Use, today
announced it has been selected to provide Secure AI capabilities in
support of Project Linchpin, a U.S. Army initiative focused on
delivering a trusted AI/ML operations pipeline. Enveil's software
solutions will be used to support the security and
operationalization of machine learning in a multi-domain
environment. Awarded as a Direct to Phase II SBIR, the contract is
the result of an xTech competition. Enveil is one of two companies
selected to deliver capabilities for Linchpin.
Enveil enables mission users to leverage ML
models to securely derive insights from data sources across
boundaries
Powered by breakthroughs in Privacy Enhancing Technologies
(PETs), Enveil's ZeroReveal® Machine Learning
solutions will allow Army users to take models that have been
trained over sensitive data, encrypt them, and then evaluate them
in their encrypted state across data silos and boundaries,
including untrusted, lower trusted, or third-party data
environments. These capabilities eliminate the need to compromise
on the data used to train models while enabling models to be
securely leveraged over datasets held in different classifications
or trust domains. ZeroReveal enables secure model evaluation to be
performed at the tactical edge and secure model training while
leveraging data across silos and boundaries, delivering encrypted
federated learning — capabilities that are critical for
multi-domain activity.
"The Secure AI era is upon us and it is critical that public
sector organizations are able to leverage the power of these
transformative capabilities without compromising mission
interests," said Ellison Anne Williams, Founder and CEO of Enveil.
"Project Linchpin is dedicated to advancing the Army's AI/ML
efforts in a secure, trustworthy, sustainable way — we are proud to
be selected to work in support of this initiative by delivering
capabilities that showcase the broad, mission-enabling impact of
Privacy Enhancing Technologies."
By ensuring that machine learning models and the associated
results remain encrypted throughout the evaluation and training
lifecycles, Enveil ZeroReveal enables mission users to leverage ML
models to securely derive insights from data sources across
organizational, third-party, and security boundaries, even when
using models trained on mission-sensitive data, and when deployed
in contested or potentially compromised environments. Leveraging
breakthroughs in PETs, Enveil ensures critical information is never
exposed, protecting Army mission owners' interests and
intentions.
The contract is part of the collaborative efforts of the U.S.
Army Small Business Innovation Research and xTech Programs to
identify artificial intelligence innovators and scale solutions
across the Army. Led by the Office of the Assistant Secretary of
the Army for Acquisition, Logistics and Technology, Army SBIR and
xTech prize competitions support a secure, Army-ready AI
pipeline.
Learn more about how Enveil's ZeroReveal solutions enable Secure
AI: https://www.enveil.com/secure-ai/.
About Enveil
Enveil is a pioneering Privacy Enhancing
Technology company protecting Data in Use and changing 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. Using these business-enabling
and privacy-preserving capabilities, customers can extract
insights, cross-match, search, analyze, and utilize AI across
boundaries and silos at scale without exposing their interests and
intent or compromising the security or ownership of the underlying
data. Enveil's solutions leverage breakthroughs in the utilization
of homomorphic encryption and secure multiparty computation, both
pillars of the PETs category. A World Economic Forum Technology
Pioneer and Gartner Cool Vendor, Enveil is deployed and operational
today, revolutionizing data usage in the global marketplace. Learn
more at www.enveil.com.
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SOURCE Enveil