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Principles of Robust Learning and Inference for IoBTs
2022
The Internet of Battlefield Things (IoBTs) operate in an adversarial rapidly-evolving environment, necessitating fast, robust and resilient decision-making. The success of machine learning, in particular deep learning methods, can improve the performance and …
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Computer Security

Protection of computer systems from information disclosure, theft or damage

Computer security (also cybersecurity , digital security , or information technology (IT) security) is a subdiscipline within the field of information security. It focuses on protecting computer software, systems, and networks from threats that can lead to unauthorized information disclosure, theft or damage to hardware, software, or data, as well as from the disruption or misdirection of the services they provide.

The growing significance of computer insecurity reflects the increasing dependence on computer systems, the Internet, and evolving wireless network standards.

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Principles of Robust Learning and Inference for IoBTs
2022
The Internet of Battlefield Things (IoBTs) operate in an adversarial rapidly-evolving environment, necessitating fast, robust and resilient decision-making. The success of machine learning, in particular deep learning methods, can improve the performance and effectiveness of IoBTs, but these models are known to be brittle, untrustworthy, and vulnerable. In this chapter, we discuss the principles and methodologies to make machine learning models robust, resilient to adversarial attacks, and more interpretable for h…
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Computer Science
Artificial Intelligence
Machine Learning
Battlefield 2042
Adversarial Machine Learning
Lock And Key
Deep Learning
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