Immunization against harmful fine-tuning attacks. - Domenic Rosati; Jan Wehner; Kai Williams; Lukasz Bartoszcze; Hassan Sajjad 001; Frank Rudzicz (EMNLP (Findings), 2024)

Representation Noising: A Defence Mechanism Against Harmful Finetuning. - Domenic Rosati; Jan Wehner; Kai Williams; Lukasz Bartoszcze; Robie Gonzales; Carsten Maple; Subhabrata Majumdar; Hassan Sajjad 001; Frank Rudzicz (NeurIPS, 2024)

Immunization against harmful fine-tuning attacks. - Domenic Rosati; Jan Wehner; Kai Williams; Lukasz Bartoszcze; Jan Batzner; Hassan Sajjad 001; Frank Rudzicz (CoRR, 2024)

Representation noising effectively prevents harmful fine-tuning on LLMs. - Domenic Rosati; Jan Wehner; Kai Williams; Lukasz Bartoszcze; David Atanasov; Robie Gonzales; Subhabrata Majumdar; Carsten Maple; Hassan Sajjad 001; Frank Rudzicz (CoRR, 2024)