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https://www.productionai.institute/graph/events/evt-aiid-956

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Production AI Institute public record · thehackernews.com: Alleged Inclusion of 12,000 Live API Keys in LLM Training Data Reportedly Poses Security Risks · observed 2025-02-28
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incident event
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thehackernews.com: Alleged Inclusion of 12,000 Live API Keys in LLM Training Data Reportedly Poses Security Risks

A dataset used to train large language models allegedly contained 12,000 live API keys and authentication credentials. Some of these were reportedly still active and allowed unauthorized access. Truffle Security found these secrets in a December 2024 Common Crawl archive, which spans 250 billion web pages. The affected credentials could have been exploited for unauthorized data access, service disruptions, financial fraud, and a variety of other malicious uses.

AI Incident Database · Incident 956

Operator lens (high): inspect D2 (output validation), D3 (data handling), D7 (tool permissions).

Confidence
78%
Sources
2
Entities
13
Detected
detected 505d ago

Event summary

A dataset used to train large language models allegedly contained 12,000 live API keys and authentication credentials. Some of these were reportedly still active and allowed unauthorized access. Truffle Security found these secrets in a December 2024 Common Crawl archive, which spans 250 billion web pages. The affected credentials could have been exploited for unauthorized data access, service disruptions, financial fraud, and a variety of other malicious uses.

D2D3D7D8

Linked entities

  • common-crawl

    organisation | 70%

  • OpenAI

    vendor | 70%

  • Microsoft

    vendor | 70%

  • microsoft-azure-openai-service

    organisation | 70%

  • Amazon

    vendor | 70%

  • Slack

    vendor | 70%

  • mailchimp

    organisation | 70%

  • Google

    vendor | 70%

  • intel

    organisation | 70%

  • huawei

    organisation | 70%

  • paypal

    organisation | 70%

  • ibm

    organisation | 70%

  • tencent

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-vendor-google to ent-psf-d1maps to60%
ent-vendor-google to ent-psf-d1maps to60%
ent-vendor-google to ent-psf-d1maps to60%
ent-vendor-google to ent-psf-d2maps to60%
ent-vendor-google to ent-psf-d2maps to60%
ent-vendor-google to ent-psf-d2maps to60%
ent-vendor-google to ent-psf-d4maps to60%
ent-vendor-google to ent-psf-d4maps to60%
ent-vendor-google to ent-psf-d4maps to60%
ent-vendor-google to ent-psf-d6maps to60%
ent-vendor-google to ent-psf-d6maps to60%
ent-vendor-google to ent-psf-d6maps to60%

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Event dates

  • Happened 28 Feb 2025

  • Detected 28 Feb 2025

Sources

  • 12,000+ API Keys and Passwords Found in Public Datasets Used for LLM Training

    secondary | checked 28 Feb 2025

    Open source
  • AI Incident Database - Incident 956

    secondary | checked 9 July 2026

    Open source
Cite this record

"thehackernews.com: Alleged Inclusion of 12,000 Live API Keys in LLM Training Data Reportedly Poses Security Risks." https://www.productionai.institute/graph/events/evt-aiid-956 (observed 2025-02-28; retrieved 2026-07-18). PAI.

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