Understanding the Limits of Artificial Intelligence for Warfighters: Distributional Shift in Cybersecurity Datasets

Author:   Joshua Steier ,  Erik Van Hegewald ,  Anthony Jacques ,  Gavin S Hartnett
Publisher:   RAND Corporation
ISBN:  

9781977412799


Pages:   35
Publication Date:   29 March 2024
Format:   Paperback
Availability:   Available To Order   Availability explained
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Understanding the Limits of Artificial Intelligence for Warfighters: Distributional Shift in Cybersecurity Datasets


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Overview

The Department of the Air Force has become increasingly interested in the potential for artificial intelligence (AI) to revolutionize different aspects of warfighting. But in the context of cybersecurity, distributional shift--the divergence of current data from the data on which an AI system was trained--can significantly reduce the longevity of AI applications. This could be especially dangerous as the threat of cyberattacks continues to grow.

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Author:   Joshua Steier ,  Erik Van Hegewald ,  Anthony Jacques ,  Gavin S Hartnett
Publisher:   RAND Corporation
Imprint:   RAND Corporation
Dimensions:   Width: 21.50cm , Height: 0.30cm , Length: 27.90cm
Weight:   0.122kg
ISBN:  

9781977412799


ISBN 10:   1977412793
Pages:   35
Publication Date:   29 March 2024
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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