MIA_Lib

成员推断攻击库 Membership Inference Attack Library

本库所复现的成员推断攻击

Shadow Attack：Membership Inference Attacks Against Machine Learning Models
ML-Leaks： ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models
Grad Attack： Comprehensive Privacy Analysis of Deep Learning
Output Attack： Comprehensive Privacy Analysis of Deep Learning 中仅使用模型最后一层的攻击