LOGAN: Membership Inference Attacks Against Generative Models
作者： George Danezis , Emiliano De Cristofaro , Luca Melis , Jamie Hayes
DOI:
关键词: Overfitting 、 Generative model 、 Inference 、 Computer science 、 Robustness (computer science) 、 Machine learning 、 Generative grammar 、 Artificial intelligence 、 Leverage (statistics) 、 Discriminative model
摘要: … To mount the attacks, we train a Generative Adversarial Network (GAN) … to memorize the training data in such a way that an adversary can later extract training inputs with only black-box …
harvard.edu
arxiv.org参考文章(55)
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