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A guardrails proxy increases injection recall from 25.0% to 94.5%

The authors found a false-positive rate of 0.1%, and the system limits the model to a closed set of commands.

Claimed, not confirmed

This is a brief. We point to the report and do not rewrite it. Read it at the source below.

Injection recall with and without the stock proxyInjection recall rose from 25.0% to 94.5% with the stock NeMo-Guardrails proxy, at a 0.1% false-positive rate. INJECTION RECALL With stock proxy 94.5% of 100injections Without proxy 25.0% 0.1% false positives
The stock guardrails proxy raised injection recall from 25.0% to 94.5%, while falsely flagging only 0.1% of cases.

Sources

  1. Constrained-Action AI Remediation for SIEM/XDR via a NeMo-Guardrails Proxyarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·8 OCT2026

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