@inproceedings{davies-2025-fundamental,
  author = {Xander Davies and Eric Winsor and Alexandra Souly and Tomek Korbak and Robert Kirk and Christian Schroeder de Witt and Yarin Gal},
  title = {Fundamental Limitations in Pointwise Defences of LLM Finetuning APIs},
  booktitle = {Advances in Neural Information Processing Systems 38},
  publisher = {Neural Information Processing Systems Foundation, Inc. (NeurIPS)},
  year = {2025},
  pages = {84536--84592},
  doi = {10.52202/085713-2551}
}