Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy

Wei Junhao, Yu Zhe, Sakuma Jun

Model merging is a technique that combines multiple finetuned models into a single model without additional training, allowing a free-rider to cheaply inherit specialized capabilit…