Learning-Based Difficulty Calibration for Enhanced Membership Inference Attacks

Haonan Shi, Tu Ouyang, An Wang

Machine learning models, in particular deep neural networks, are currently an integral part of various applications, from healthcare to finance. However, using sensitive data to tr…