Swapneel Sen

Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning

Federated learning (FL) allows multiple data-owners to collaboratively train machine learning models by exchanging local gradients, while keeping their private data on-device. To simultaneously enhance privacy and training efficiency, recently parameter-efficient fine-tuning (PEFT) of large-scale pr…