Autonomous Penetration Testing and Cyber Defense with LLM Agents: A Self-Play Reinforcement Learning Arena

Brosnan Yuen, Minh Tu Hoang

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DOI: 10.20944/preprints202610.1834.v1
Published: 2026-10-20
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Publisher: MDPI AG
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Cite this work

BibTeX

@article{allodium:10.20944/preprints202610.1834.v1,
  title = {Autonomous Penetration Testing and Cyber Defense with LLM Agents: A Self-Play Reinforcement Learning Arena},
  author = {Brosnan Yuen and Minh Tu Hoang},
  year = {2026},
  doi = {10.20944/preprints202610.1834.v1},
  url = {https://doi.org/10.20944/preprints202610.1834.v1}
}

RIS

TY  - JOUR
TI  - Autonomous Penetration Testing and Cyber Defense with LLM Agents: A Self-Play Reinforcement Learning Arena
AU  - Brosnan Yuen
AU  - Minh Tu Hoang
PY  - 2026
DO  - 10.20944/preprints202610.1834.v1
UR  - https://doi.org/10.20944/preprints202610.1834.v1
ER  -

APA

Yuen, B., & Hoang, M. T. (2026). Autonomous Penetration Testing and Cyber Defense with LLM Agents: A Self-Play Reinforcement Learning Arena. https://doi.org/10.20944/preprints202610.1834.v1

Source records

crossref · retrieved 2026-11-10T11:31:22.599Z