# "AgentShield Bench v3" — does not exist

> As of October 2026 no benchmark named AgentShield Bench v3 could be found; the closest real security benchmarks for agents are Agent Security Bench (ICLR 2025) and AgentSecBench.

A named security benchmark with a version number that cannot be found anywhere.

- **Category:** Contested claims
- **2026 frontier:** Not found
- **Credibility:** No benchmark called AgentShield Bench, in v3 or any other version, could be located. The name collides with two unrelated things: AgentShield, a scanner that audits Claude Code configurations (not a benchmark), and AgentShield-G, a paper on graph-structured guardrail models. Real agent security benchmarks that do exist include Agent Security Bench (ICLR 2025) and AgentSecBench — different names, different authors.
- **Verification:** Disputed
- **Source:** [Correction: the actual AgentShield is a config scanner](https://www.freshcrate.ai/projects/agentshield)
- **Last updated:** 2026-10-04

> Contested claim: The claim that a benchmark called AgentShield Bench v3 evaluates agent goal integrity, goal-hijacking resistance and autonomous threat resistance.