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Guided reasoning in LLM- driven penetration testing using structured attack trees.arXiv preprint arXiv:2509.07939, 2025

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cs.CR 1

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2026 1

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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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  • Synthetic APTs: the Collapse of TTP-Based Attribution cs.CR · 2026-06-05 · unverdicted · none · ref 24

    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.