@article{efficiencyvsalignmentinvestigatingsafety, title = {Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs}, author = {Mina Taraghi and Yann Pequignot and Amin Nikanjam and Mohamed Amine Merzouk and Foutse Khomh}, year = {2025}, eprint = {2511.00382}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.00382}, }