Advancing Privacy in Deep Learning Through Data Transformations

Author:

Ay Seha,Unal Can Bora,Cardei Michael,Rajendran Suraj,Zhang Wei,Topaloglu Umit

Publisher

Elsevier BV

Reference48 articles.

1. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks;N Carlini;Proc. 28th USENIX Secur. Symp,2018

2. Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning;B Hitaj;Proc. ACM Conf. Comput. Commun. Secur,2017

3. The limitations of deep learning in adversarial settings;N Papernot;Proceedings -2016 IEEE European Symposium on Security and Privacy, EURO S and P,2016

4. Algorithms that remember: Model inversion attacks and data protection law;M Veale;Philos. Trans. R. Soc. A Math. Phys. Eng. Sci,2018

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