Agent security & threat detection

Amazon Bedrock Guardrails

Configurable safeguard service inside Amazon Bedrock that evaluates user inputs and model responses against content filters, denied topics, sensitive information filters and word filters, including a prompt attack category. It can be applied at inference or via a standalone API, but does not authorize agent tool calls.

commercial · generally available · Research snapshot 2026-09-06

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Where it fits

Agent security & threat detection · Runtime authorization & controls · Data governance & privacy

Useful conversation with: Cloud security architect, ML platform owner, Compliance lead.

Ask for a demonstration

Show me a Bedrock guardrail blocking a prompt attack and masking PII for a Bedrock Agent, then show the same guardrail invoked through ApplyGuardrail for a non-Bedrock model.

Capabilities and evidence

Support labels reflect the supplied research. Documentation and vendor claims are not independent product tests. “Not established” means the researcher did not find support; it does not prove a capability is absent.

Documented by provider

Guardrails evaluate both user inputs and model responses against configured policies including content filters with a Prompt Attack category, denied topics, sensitive information filters and word filters, returning blocked messaging or masked content on intervention.

Limit: Documentation does not describe detection of tool misuse, agent action authorization or multi-step agent behaviour analysis.

Source s1 · Source s2

Documented by provider

Guardrails can be applied during foundation model inference by specifying a guardrail ID and version, or invoked independently through the ApplyGuardrail API without calling a model, and are supported with Bedrock Agents and Knowledge Bases.

Limit: Cross-account and cross-region behaviour is documented separately and was not verified here.

Source s1 · Source s2

Limitations to discuss

Sources

  1. Detect and filter harmful content by using Amazon Bedrock Guardrails · Amazon Web Services · official docs
    Access date reported by researcher: 2026-09-06
  2. How Amazon Bedrock Guardrails works · Amazon Web Services · official docs
    Access date reported by researcher: 2026-09-06

Listing does not imply partnership, supplier status, a working DutyGraph integration, or a compliance certification.

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