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Forwarded from CyberSecurityTechnologies

AdvCUA_LLM_benchmark.pdf24.2 MB
#AIOps
#MLSecOps
#Threat_Modelling
"Code Agent can be an End-to-end System Hacker: Benchmarking Real-world Threats of Computer-use Agent", Oct. 2025.
]-> Dataset
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// We propose AdvCUA, the first benchmark aligned with real-world TTPs in MITRE ATT&CK Enterprise Matrix, which comprises 140 tasks, including 40 direct malicious tasks, 74 TTP-based malicious tasks, and 26 end-to-end kill chains, systematically evaluates CUAs under a realistic enterprise OS security threat in a multi-host environment sandbox by hard-coded evaluation. We evaluate the existing five mainstream CUAs, including ReAct, AutoGPT, Gemini CLI, Cursor CLI, and Cursor IDE based on 8 foundation LLMs
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