ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models

4 Jun 2018Ahmed SalemYang ZhangMathias HumbertPascal BerrangMario FritzMichael Backes

Machine learning (ML) has become a core component of many real-world applications and training data is a key factor that drives current progress. This huge success has led Internet companies to deploy machine learning as a service (MLaaS)... (read more)

PDF Abstract

Evaluation results from the paper


  Submit results from this paper to get state-of-the-art GitHub badges and help community compare results to other papers.