ACSE-Eval benchmarks LLMs on threat-modeling 100 AWS architectures and finds that GPT-4.1 and Gemini 2.5 Pro lead threat identification, while all models score below 50% on exact CWE and ATT&CK classification.
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ACSE-Eval: Can LLMs threat model real-world cloud infrastructure?
ACSE-Eval benchmarks LLMs on threat-modeling 100 AWS architectures and finds that GPT-4.1 and Gemini 2.5 Pro lead threat identification, while all models score below 50% on exact CWE and ATT&CK classification.