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Machine Learning content

Staying Current with Emerging Technology Trends: Using Big Data to Inform Planning

Staying Current with Emerging Technology Trends:...

Emerging technologies evolve at a staggering pace, and staying ahead demands innovative approaches. Leveraging big data and machine learning, organizations can identify pivotal research clusters and trends that influence global…

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Secure and Transparent Generative AI

Secure and Transparent Generative AI

Trellis Secure Chat (TSC) has been designed to overcome the challenges of leveraging generative artificial intelligence across sensitive knowledge-based and diverse data sets. It can connect to disparate data sources,…

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Trellis Secure Speech: Translation and Transcription

Trellis Secure Speech: Translation and...

It is now common to use voice commands for everyday tasks yet the adoption of AI driven speech-to-text in many critical sectors still lags due to trust concerns. Trellis Data…

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Trellis Secure Vision: Object Detection and Facial Recognition

Trellis Secure Vision: Object Detection and Facial...

Trellis Data are trusted providers of tailored artificial intelligence driven object detection. They bring experience in large-scale, real-life applications, including facial recognition, bio-security and analyzing security or border imagery (including…

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Utilizing AI/ML in FICAM Environments

Utilizing AI/ML in FICAM Environments

Federal agencies aim to ensure proper authentication and authorization of entities accessing resources in federal identity, credential, and access management environments with a need-to-know. With Zero Trust guidance and policy…

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Face Analysis Technology Evaluation: Age Estimation and Verification

Face Analysis Technology Evaluation: Age...

Age assurance applications can employ either an age verification (AV) algorithm that produces a yes or no guess at whether someone is above an age threshold, or an age estimation…

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Trellix Wise: GenAI for Your Biggest Security Operations Challenges

Trellix Wise: GenAI for Your Biggest Security...

The same problems seem to face security teams every year—missed threats, growing alert volumes, and talent gaps. Trellix Wise helps customers transform their security operations through analytics, AI, and automation.…

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Machine Learned Atmospheric Force Model Trained with Two Line Elements

Machine Learned Atmospheric Force Model Trained...

For objects orbiting in Low Earth Orbit (and in the absence of maneuvers), the atmospheric drag force is the dominant perturbation force that affects the trajectory over time. Thus, accurately…

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Artificial Intelligence & Medical Products:  How CBER, CDER, CDRH, and OCP Are Working Together

Artificial Intelligence & Medical Products: How...

The complex and dynamic processes involved in the development, deployment, use, and maintenance of AI technologies benefit from careful management throughout the medical product life cycle. Specifically, end-to-end management of…

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Pioneering the Path to Edge AI Advancement: A New Architectural Approach with GigaMAACS

Pioneering the Path to Edge AI Advancement: A New...

Gigantor presents an innovative solution called GigaMAACS, which revolutionizes the future of artificial intelligence (AI). Hardware limitations have hindered inference models, impeding their ability to operate flawlessly in real-time. With…

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Emerging Technologies 2024 Vision Report

Emerging Technologies 2024 Vision Report

Co-innovation and collaboration across industries and disciplines are vital to bridging the gap between research and the real world — so innovators can keep pushing boundaries and solving complex engineering…

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Adversarial Machine Learning: A Taxonomy and Terminology of Attacks and Mitigations

Adversarial Machine Learning: A Taxonomy and...

Artificial intelligence (AI) systems are on a global multi-year accelerating expansion trajectory. These systems are being developed by and widely deployed into the economies of numerous countries, leading to the…

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Modern Data Storage:  The Backbone of Government Innovation

Modern Data Storage: The Backbone of Government...

The data deluge is rapidly accelerating, posing a challenge for Federal agencies. Without secure storage solutions, they can’t harness emerging technologies like AI and machine learning for innovation, impede cyber…

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Lead the Transformation: How Organizations can get Ahead with Cloud and AI Innovations

Lead the Transformation: How Organizations can get...

Today’s business leaders face unprecedented challenges. Rarely has the world changed so much so quickly. In just the past few years, how people do business and interact every day has…

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For What It’s Worth: Measuring Land Value in the Era of Big Data and Machine Learning

For What It’s Worth: Measuring Land Value in the...

This paper develops a new method for valuing land, a key asset on a nation’s balance sheet. The method first employs an unsupervised machine learning method, which means clustering, to…

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