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Research finds 12,000 ‘Live’ API Keys and Passwords in DeepSeek's Training Data ◆ Truffle Security Co.
https://trufflesecurity.com/blog/research-finds-12-000-live-api-keys-and-passwords-in-deepseek-s-training-data
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We scanned Common Crawl - a massive dataset used to train LLMs like DeepSeek - and found ~12,000 hardcoded live API keys and passwords. This highlights a growing issue: LLMs trained on insecure code may inadvertently generate unsafe outputs.