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Mind the Gap: towards generalizable autonomous penetration testing via domain randomization and meta-reinforcement learning

Published Online: 2025-12-12

Published Print: 2025-12

Authors

Zhou, Shicheng https://orcid.org/0000-0001-9686-3836
Liu, Jingju https://orcid.org/0009-0005-9506-6903
Lu, Yuliang https://orcid.org/0000-0002-8502-9907
Yang, Jiahai

Zhang, Yue https://orcid.org/0009-0007-3570-2132
Chen, Jie
License Information

Text and Data Mining valid from 2025-12-01

Version of Record valid from 2025-12-01
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Article History

Received: 16 February 2025

Accepted: 17 October 2025

First Online: 12 December 2025

Conflict of interest

: All the authors declare that they have no conflict of interest.

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