How we source this
Sources
Each fact on this site carries a number that links here. We use the statements of the organisations involved, security advisories and established reporting, and check each page again whenever the story moves.
Last reviewed against Anthropic, UK AI Security Institute and arXiv. Sources
Last checked 4 November 2026
9 sources, numbered
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[1] Anthropic, 9 October 2025
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[2] UK AI Security Institute, 9 October 2025
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[3] arXiv, 8 October 2025
Poisoning Attacks on LLMs Require a Near-constant Number of Poison Samples
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[4] OWASP GenAI Security Project
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[5] NIST, 24 March 2025
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[6] NCSC, 27 November 2023
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[7] NCSC, 22 May 2024
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[8] arXiv, 20 February 2023
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[9] Hackaday, 3 February 2025
Examining The Vulnerability Of Large Language Models To Data-Poisoning
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