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RT by @_akhaliq: Happy to partner with @trufflesec to help them perform the largest secret scan of AI training data ever 🙏

AI Data Security @julien_c 2026-07-31
Representative image for RT by @_akhaliq: Happy to partner with @trufflesec to help them perform the largest secret scan of AI training data ever 🙏

TL;DR - Truffle Security reports finding 221,303 live unique credentials across 6,003 public Hugging Face datasets after scanning 7.6 PB of AI training data, highlighting substantial security risks in public datasets.

  • Exposed secrets included cloud credentials, database access, and API keys.
  • The leaked credentials represented an estimated $920,000 per year in API value.
  • A single credential appeared across 1,131 datasets, showing how secrets can propagate through reused training data.
  • Once compromised data enters training pipelines, removing its influence may be difficult or impossible.

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