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# Canary Tokens & Honeytokens — Attribution and Early Warning for Content Theft
# Canary Tokens & Honeytokens - Attribution and Early Warning for Content Theft
**Canary tokens** and **honeytokens** are unique, high-entropy identifiers embedded in content or responses. When they later appear in model output, public datasets, or trigger external requests, the creator receives immediate, cryptographically verifiable proof of ingestion. This technique turns passive content into active sensors that detect unauthorized use long after scraping occurs.