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arxiv: 2605.11053 · 3 revisions

Content-Aware Attack Detection in LLM Agent Tool-Call Traffic: An Empirical Study of Features, Architectures, and Evaluation Protocols

1. 2026-05-25 UNVERDICTED LOW v0.9.0 novelty 5.0
   33291 ms 5854 in 1240 out 2026-05-25T05:55:15.518432+00:00
2. 2026-05-14 CONDITIONAL LOW v0.9.0 novelty 6.0
   49159 ms 5612 in 1212 out 2026-05-14T21:13:06.877944+00:00
3. 2026-05-13 UNVERDICTED LOW v0.9.0 novelty 6.0
   55562 ms 5612 in 1301 out 2026-05-13T00:52:15.258434+00:00