ATBench

ATBench is a benchmark used to evaluate the performance of various architectures in detecting attacks within the tool-call traffic of LLM agents, specifically focusing on the effectiveness of content-level features in classification tasks.

Papers using ATBench (1)

Content-Aware Attack Detection in LLM Agent Tool-Call Traffic: An Empirical Study of Features, Architectures, and Evaluation Protocols2026