Daniel DeAlcala

Active Membership Inference Test (aMINT): Enhancing Model Auditability with Multi-Task Learning.

Active Membership Inference Test (aMINT) is a method designed to detect whether given data were used during the training of machine learning models. In Active MINT, we propose a novel multitask learning process that involves training simultaneously two models: the original or Audited Model, and a se…