Accelerating AI Development with Cyber Arenas

Fuente: arXiv
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Autores principales: Cashman, William, Milner, Chasen, Houle, Michael, Jones, Michael, Jananthan, Hayden, Kepner, Jeremy, Michaleas, Peter, Pentland, Alex
Formato: Preprint
Publicado: 2025
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author Cashman, William
Milner, Chasen
Houle, Michael
Jones, Michael
Jananthan, Hayden
Kepner, Jeremy
Michaleas, Peter
Pentland, Alex
author_facet Cashman, William
Milner, Chasen
Houle, Michael
Jones, Michael
Jananthan, Hayden
Kepner, Jeremy
Michaleas, Peter
Pentland, Alex
contents AI development requires high fidelity testing environments to effectively transition from the laboratory to operations. The flexibility offered by cyber arenas presents a novel opportunity to test new artificial intelligence (AI) capabilities with users. Cyber arenas are designed to expose end-users to real-world situations and must rapidly incorporate evolving capabilities to meet their core objectives. To explore this concept the MIT/IEEE/Amazon Graph Challenge Anonymized Network Sensor was deployed in a cyber arena during a National Guard exercise.
format Preprint
id arxiv_https___arxiv_org_abs_2509_08200
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Accelerating AI Development with Cyber Arenas
Cashman, William
Milner, Chasen
Houle, Michael
Jones, Michael
Jananthan, Hayden
Kepner, Jeremy
Michaleas, Peter
Pentland, Alex
Cryptography and Security
Artificial Intelligence
Computers and Society
AI development requires high fidelity testing environments to effectively transition from the laboratory to operations. The flexibility offered by cyber arenas presents a novel opportunity to test new artificial intelligence (AI) capabilities with users. Cyber arenas are designed to expose end-users to real-world situations and must rapidly incorporate evolving capabilities to meet their core objectives. To explore this concept the MIT/IEEE/Amazon Graph Challenge Anonymized Network Sensor was deployed in a cyber arena during a National Guard exercise.
title Accelerating AI Development with Cyber Arenas
topic Cryptography and Security
Artificial Intelligence
Computers and Society
url https://arxiv.org/abs/2509.08200