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63 lines
1.2 KiB
Markdown
63 lines
1.2 KiB
Markdown
# redteam-cyberseceval (CyberSecEval Example)
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You can run this example with:
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```bash
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npx promptfoo@latest init --example redteam-cyberseceval
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cd redteam-cyberseceval
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```
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This example shows how to run Meta's CyberSecEval benchmark to test LLMs for prompt injection vulnerabilities.
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## Setup
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1. Install dependencies:
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```bash
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npm install
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```
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2. Configure your model in `promptfooconfig.yaml`:
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```yaml
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providers:
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- openai:gpt-4o # OpenAI
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- anthropic:messages:claude-sonnet-4-6 # Anthropic
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- ollama:chat:llama3.3 # Ollama
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- replicate:meta/llama-2-70b-chat # Replicate
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```
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## Usage
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Run all tests:
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```bash
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npx promptfoo eval
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```
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Run a sample of tests:
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```bash
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npx promptfoo eval --filter-sample 30
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```
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View results:
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```bash
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npx promptfoo view
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```
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## Configuration
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The example includes:
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- `promptfooconfig.yaml`: Main configuration file
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- `prompt.json`: System prompt for the model
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- `prompt_injection.json`: CyberSecEval test cases
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## Learn More
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- [CyberSecEval Documentation](https://meta-llama.github.io/PurpleLlama/docs/intro)
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- [Prompt Injection Benchmarks](https://meta-llama.github.io/PurpleLlama/docs/benchmarks/prompt_injection)
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- [Full Tutorial](https://promptfoo.dev/blog/cyberseceval)
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