Talk is (Not) Cheap: A Taxonomy and Benchmark Coverage Audit for LLM Attacks 事件

Talk is (Not) Cheap: A Taxonomy and Benchmark Coverage Audit for LLM Attacks arXiv:2605.15118v2 Announce Type: replace-cross Abstract: We introduce a reusable framework for auditing whether LLM attack benchmarks collectively cover the threat surface: a 4$\times$6 Target $\times$ Technique matrix grounded in STRIDE, constructed from a 507-leaf taxonomy -- 401 data-populated and 106 threat-model-derived leaves -- of inference-time attacks extracted from 932 arXiv security studies (2023--2026). Th