Of Legal Tangles and Synthetic Datasets Part 4: HIPAA and Synthesis

Part 4: What is the impact of HIPAA on the generation and sharing of synthetic datasets? The Health Insurance Portability and Accountability
synthetic data 2 years ago

Of Legal Tangles and Synthetic Datasets Part 3: GDPR and Synthesis

Part 3: What is the impact of GDPR on the generation and sharing of synthetic datasets? The European General Data Protection Regulation (GD
synthetic data 3 years ago

Of Legal Tangles and Synthetic Datasets Part 2: Legality

Part 2: Where does synthetic data stand when it comes to the laws that protect user privacy? In a previous blog, we saw that synthetic data
synthetic data 3 years ago

Of Legal Tangles and Synthetic Datasets Part 1: Data disclosures

Part 1: Laws protect user information and regulate PET including synthetic datasets. But what exact disclosures plague synthetic data? The u
synthetic data 3 years ago

Of Privacy and Purse Strings

A gentle introduction to privacy budgets and accounting The word budget is defined as “an estimate of income and expenditure for a set peri
Differential Privacy 3 years ago

Is My Fake Data Real Enough?

Synthetic data and validation of its expected behavior The research focused on the generation of synthetic data has gained pace like never
Private AI Series 3 years ago

Can privacy of medical images be ensured through proxy data?

This is the summary of the paper 'Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods' that was presented a
Medical Imaging 3 years ago