> ## Documentation Index
> Fetch the complete documentation index at: https://docs.flintai.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Sensitive data in output

> Agent outputs or logs expose PII, credentials, or confidential data without filtering

Agent outputs or logs expose PII, credentials, or confidential data without filtering

## How to resolve

Implement output filtering to redact PII, credentials, and internal data before returning results. Use DLP rules and pattern-based scrubbing.

## Risk

**Governance/Compliance**

This vulnerability falls under [ASI09:2026 — Human-Agent Trust Exploitation](https://genai.owasp.org/resource/owasp-top-10-for-agentic-applications-for-2026/) in the OWASP Top 10 for Agentic Applications. Users manipulated into harmful decisions by trusting persuasive or authoritative agent outputs.

**Security**

Agent outputs or logs expose PII, credentials, or confidential data without filtering. If exploited, this can compromise the agent's integrity, confidentiality, or availability, potentially affecting downstream systems and data.

## Explanation

Agent outputs or logs expose PII, credentials, or confidential data without filtering. This falls under ASI09 (Human-Agent Trust Exploitation): Users manipulated into harmful decisions by trusting persuasive or authoritative agent outputs.

## Specifications

**Trigger**

* Agent scan detects agent outputs or logs expose PII, credentials, or confidential data without filtering

The scanner looks for patterns such as:

* print(result) with full LLM response
* verbose=True on agent handling sensitive context
* logging full tool output without PII scrubbing

**Severity**

* HIGH

**Applies to**: Agent