Safe Training with Sensitive In-domain Data: Leveraging Data Fragmentation To Mitigate Linkage Attacks

Mariia Ignashina, Julia Ive

Current text generation models are trained using real data which can potentially contain sensitive information, such as confidential patient information and the like. Under certain…