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12/01/2022
Soft Labels for Rapid Satellite Object Detection
Soft labels in image classification are vector representations of an ima...
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03/22/2022
Satellite Infrastructure/Mission Tradeoffs
If a unit cannot receive intelligence from a source due to external fact...
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02/28/2022
Effectiveness of Delivered Information Trade Study
The sensor to shooter timeline is affected by two main variables: satell...
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10/20/2021
Color Teams for Machine Learning Development
Machine learning and software development share processes and methodolog...
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03/29/2021
Automating Defense Against Adversarial Attacks: Discovery of Vulnerabilities and Application of Multi-INT Imagery to Protect Deployed Models
Image classification is a common step in image recognition for machine l...
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03/03/2021
A Modified Drake Equation for Assessing Adversarial Risk to Machine Learning Models
Each machine learning model deployed into production has a risk of adver...
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02/19/2021
Multilingual Augmenter: The Model Chooses
Natural Language Processing (NLP) relies heavily on training data. Trans...
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02/19/2021
Fortify Machine Learning Production Systems: Detect and Classify Adversarial Attacks
Production machine learning systems are consistently under attack by adv...
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09/07/2020
Black Box to White Box: Discover Model Characteristics Based on Strategic Probing
In Machine Learning, White Box Adversarial Attacks rely on knowing under...
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07/07/2020