Redact app insights results for agent safety red teaming #43844
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Pull Request Overview
This PR adds redaction functionality for sensitive adversarial prompts before logging results to App Insights. The changes prevent potentially harmful user messages from being logged for specific high-risk categories (prohibited actions, task adherence, and sensitive data leakage).
Key Changes
- Added three new methods to
ResultProcessorclass:get_app_insights_redacted_results(),_should_redact_for_risk_category(), and_get_redacted_input_message() - Modified
_finalize_results()in_red_team.pyto use redacted results when logging to App Insights - Redaction replaces user messages with descriptive placeholders that include risk category, attack technique, and optional risk sub-type information
Reviewed Changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated 3 comments.
| File | Description |
|---|---|
| sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/red_team/_result_processor.py | Adds three new methods to handle redaction of sensitive user messages for App Insights logging |
| sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/red_team/_red_team.py | Integrates the redaction functionality by calling the new method before emitting results to App Insights |
sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/red_team/_result_processor.py
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posaninagendra
approved these changes
Nov 6, 2025
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Description
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