Watch Out for the Lifespan: Evaluating Backdoor Attacks Against Federated Model Adaptation

Bastien Vuillod, Pierre-Alain Moellic, Jean-Max Dutertre

Large models adaptation through Federated Learning (FL) addresses a wide range of use cases and is enabled by Parameter-Efficient Fine-Tuning techniques such as Low-Rank Adaptation…