DLP Test Samples
Download full dataset 2.1 MB

Prompt injection test data for DLP

Direct prompt injection typed into the user prompt of a GenAI app or AI agent: instruction and persona overrides, system prompt and secret extraction, exfiltration requests, output hijacks, and Base64, homoglyph and cross-lingual evasion. Plus benign prompts that look suspicious but should pass: legitimate instructions, personas, security discussion and non-English requests.

Download Prompt injection ZIP 7 KB

Positive samples Measure recall: your DLP should flag these.

Negative samples Measure precision: lookalikes your DLP should not flag.