Harnessing AI for National Defense


Intelligence implies the ability to learn and utilize knowledge to perform a task. Human intelligence–considered the epitome–enabled mankind to thrive. Artificial Intelligence (AI) attempts to impart this ability to computer algorithms in performing a chosen task effectively. AI can acquire information from a wide variety of sources simultaneously and retain or recall knowledge indefinitely. It can also be sensitive to minute changes in data otherwise imperceptible to humans, while simultaneously understanding latent relationships in said data. Insights obtained from AI have been used to expand human understanding. With these characteristics combined with lack of boredom and fatigue, the ability to surpass human capabilities at a fraction of the effort comes as no surprise. Hence, AI is not only an ideal candidate for national security applications but a necessity in ensuring robust and reliable mission critical systems.

FINS Faculty are currently conducting sponsored research on the following Artificial Intelligence (AI) topics:

AI for Security-Aware Electronics

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Artificial Scientific Intelligence for Automating Scientific Modeling

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Automated Physical Inspection for Counterfeit Electronics Detection and Avoidance

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Authorship Attribution

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Computational Behavioral Analytics

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Fake News

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Cyber Deception for Proactive Defense Against Physical Attacks

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Phishing

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Data Augmentation

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Deepfakes

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Delineating Psychological Correlates of Deepfake Detection

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Explainable Artificial Intelligence

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Integrated Formal Methods & Game Theory for Security

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Inverse Reinforcement Learning

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Machine Learning (ML)

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Natural Language Processing (NLP)

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Preference-Aware Decision Making

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Reverse Engineering for Integrated Circuits

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Trustworthy AI

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