PII Detection

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Why is PII detection important?

• Data privacy and security: Detecting PII helps organizations protect sensitive information and comply with regulations such as GDPR and CCPA.
• Risk mitigation: Identifying and securing PII can prevent data breaches and other security incidents.
• Compliance: Many regulations require organizations to protect PII, and detection is the first step toward achieving compliance.

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Truefoundry’s PII detection solutions

• AWS Bedrock Guardrails
  You can use the Bedrock integration on Truefoundry to achieve PII detection. A brief tutorial for setting this up is provided at the end of this page.
• Open-source Presidio
  You can also implement PII detection using the custom guardrail integration option on Truefoundry Gateway. As a starting point, refer to the Truefoundry Guardrail Template Repository, which already includes PII redaction using Presidio. This template can be extended to suit your specific requirements.
• Guardrails.io
  Similarly, Guardrails.io functionality can be achieved by building a custom guardrail using the same template repository. The template provides a foundation for integrating additional PII detection or redaction logic as needed.

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How to setup PII detection using Bedrock Guardrails on Truefoundry?

• Create guardrail on Bedrock, with sensitive information filter with Input & Ouput action as Block

• Create a new or Add to an existing guardrail group on Truefoundry Gateway (AI Gateway -> Guardrails -> Add New Guardrail Group or Add/Edit Guardrails)
• Add bedrock guardrail and fill the details such as:
  • Name
  • GuardrailID
  • Version
  • Region
  • Auth Data (AWS Access Key ID and Secret Access Key or ARN Based Credentials)
• Create a new or Edit existing guardrail configuration on Truefoundry Gateway (AI Gateway -> Config -> Guardrail -> Create/Edit)
• Test out the guardrail in playground (AI Gateway -> Playground)