PoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data

Tingchen Fu, Mrinank Sharma, Philip Torr, Shay B. Cohen, David Krueger +1 more
2/14/2026

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@article{fu2026poisonbench,
  title  = {PoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data},
  author = {Tingchen Fu and Mrinank Sharma and Philip Torr and Shay B. Cohen and David Krueger and Fazl Barez},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:75d4fe48b3c8e70093315358f74170518fc3951b},
  journal = {ICML 2025 2025}
}

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