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28 lines
2.8 KiB
Markdown
28 lines
2.8 KiB
Markdown
---
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sidebar_label: Overview
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sidebar_position: 1
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description: Red team LLM applications by diagnosing attack generation, connection, and grading issues to prevent security vulnerabilities and ensure robust adversarial testing
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---
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# Red Team Troubleshooting Guide
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Common issues encountered when red teaming LLM applications with promptfoo.
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| Issue | Description |
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| --------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------- |
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| [Attack Generation](/docs/red-team/troubleshooting/attack-generation) | Configuration errors in system scope, permissions, or available actions can prevent effective attack generation. |
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| [Connection Problems](/docs/red-team/troubleshooting/connecting-to-targets) | Authentication failures, rate limiting issues, and incorrect endpoint configuration can prevent successful API connections. |
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| [Data Handling](/docs/red-team/troubleshooting/data-handling) | What data leaves your machine during red team testing and how to configure remote generation and telemetry. |
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| [Linking Targets](/docs/red-team/troubleshooting/linking-targets) | Link custom providers to cloud targets using linkedTargetId to consolidate findings and track performance over time. |
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| [False Positives](/docs/red-team/troubleshooting/grading-results) | Insufficient system context or misconfigured grader settings can lead to incorrect vulnerability assessments. |
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| [Inference Limits](/docs/red-team/troubleshooting/inference-limit) | Usage limits on cloud-based inference services can restrict test case generation, attack execution, and evaluation. |
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| [Multi-Turn Sessions](/docs/red-team/troubleshooting/multi-turn-sessions) | Session management issues can disrupt conversation context in both client and server-side implementations. |
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| [Multiple Response Types](/docs/red-team/troubleshooting/multiple-response-types) | Response parsing errors occur when handling non-standard formats, guardrails, or error states. |
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| [Remote Generation](/docs/red-team/troubleshooting/remote-generation) | Corporate firewalls may block access to remote generation endpoints due to security policies around adversarial content. |
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## Related Documentation
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- [Best Practices for Configuring AI Red Teaming](/docs/red-team/troubleshooting/best-practices)
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- [Red Team Quickstart](/docs/red-team/quickstart/)
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- [Configuration Guide](/docs/configuration/guide/)
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