ARENA creates anonymized SOC telemetry artifacts that reveal a measurable privacy-utility boundary when used both as training material for MITRE-mapped challenges and as a substrate to detect non-compliant LLM defender actions.
Automated repeatable adversary threat emulation with effects language (EL),
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.CR 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
ATT&CK-style structured CTI narrows candidate SUT environments but cannot derive replay-ready configurations, as 97.6% of Enterprise software objects lack version or CPE information.
citing papers explorer
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ARENA: An Architecture for Measuring the Transferability of Autonomous Cyber Defense
ARENA creates anonymized SOC telemetry artifacts that reveal a measurable privacy-utility boundary when used both as training material for MITRE-mapped challenges and as a substrate to detect non-compliant LLM defender actions.
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AutoSUT: The Environment Semantics Gap in Structured CTI for Adversary Emulation
ATT&CK-style structured CTI narrows candidate SUT environments but cannot derive replay-ready configurations, as 97.6% of Enterprise software objects lack version or CPE information.