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Can LLMs Hack Enterprise Networks? Autonomous Assumed Breach Penetration-Testing Active Directory Networks , year =

2 Pith papers cite this work, alongside 4 external citations. Polarity classification is still indexing.

2 Pith papers citing it
4 external citations · OpenAlex

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cs.CR 2

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2026 2

representative citing papers

Synthetic APTs: the Collapse of TTP-Based Attribution

cs.CR · 2026-06-05 · unverdicted · novelty 5.0

AI-emulated APTs compromise enterprise hosts and weaponize defender tools in 8/10 trials while military ranges resist, indicating TTP attribution fails when agents can be scaffolded to mimic threat actors.

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Showing 2 of 2 citing papers.

  • Cochise: A Reference Harness for Autonomous Penetration Testing cs.CR · 2026-05-12 · conditional · none · ref 1

    Cochise is a 597-line reference harness with released replay/analysis tools and GOAD trajectory logs, intended to make LLM penetration-testing experiments reproducible and comparable.

  • Synthetic APTs: the Collapse of TTP-Based Attribution cs.CR · 2026-06-05 · unverdicted · none · ref 25

    AI-emulated APTs compromise enterprise hosts and weaponize defender tools in 8/10 trials while military ranges resist, indicating TTP attribution fails when agents can be scaffolded to mimic threat actors.