Defending Against Gradient Inversion Attacks for Biomedical Images via Learnable Data Perturbation

Shiyi Jiang, Farshad Firouzi, Krishnendu Chakrabarty

The increasing need for sharing healthcare data and collaborating on clinical research has raised privacy concerns. Health information leakage due to malicious attacks can lead to…