Category: Training Data Extraction

Not only are membership inference attacks practical, cost-effective, and widely applicable in real-world scenarios, but recent advances in generative AI, particularly Large Language Models (LLMs), create novel challenges for membership privacy that…

In the below taxonomy, membership inference attacks are categorized by: target model, adversarial knowledge, attack approach, training method, and target domain. Target Model The target model category of this membership inference attack…