Tag: membership inference

A new flow matching framework assigns each tabular variable type its natural geometric space, improving synthetic data quality and resisting ...

A new safety audit shows that machine unlearning in medical AI can silently degrade performance on rare diagnoses, and proposes ...

Researchers have developed SURGE, a graph unlearning framework that treats data deletion requests as structural perturbations and repairs graph neural ...

Researchers have developed a hypernetwork-based framework that lets continually learning AI systems erase specific tasks without access to the original ...

A new systematic survey maps the full landscape of privacy attacks on deep learning and finds that while differential privacy ...