Mitigating Data Exfiltration Attacks through Layer-Wise Learning Rate Decay Fine-Tuning

Elie Thellier, Huiyu Li, Nicholas Ayache +1

Data lakes enable the training of powerful machine learning models on sensitive, high-value medical datasets, but also introduce serious privacy risks due to potential leakage of p…