Summary

Poison attacks on language models require a constant number of samples regardless of scale (1).

Figures

Ref (1)

1.
Souly A, Rando J, Chapman E, Davies X, Hasircioglu B, Shereen E, et al. Poisoning Attacks on LLMs Require a Near-constant Number of Poison Samples. 2025; Available from: https://arxiv.org/abs/2510.07192