[1] HINTON G E, OSINDERO S, TEH Y W. A fast learning algorithm for deep belief nets[J]. Neural Computation, 2006, 18(7):1527-1554. [2] SWEENEY L. K-anonymity: A model for protecting privacy[J]. International Journal of Uncertainty: Fuzziness and Knowledge-Based Systems, 2002, 10(05):557-570. [3] MACHANAVAJJHALA A, KIFER D, GEHRKE J. L-diversity: Privacy beyond k -anonymity[J]. Acm Transactions on Knowledge Discovery from Data, 2007, 1(1): 3. [4] LI N, LI T, VENKATASUBRAMANIAN S. t-Closeness: Privacy Beyond k-Anonymity and l-Diversity[C]//IEEE 23rd International Conference on Data Engineering. Piscataway: IEEE, 2007. [5] DWORK C. Differential privacy[J]. Lecture Notes in Computer Science, 2006, 26(2):1-12. [6] ABADI M, GOODFELLOW I, GOODFELLOW I, et al. Deep Learning with Differential Privacy[C]// ACM Sigsac Conference on Computer & Communications Security. 2016. [7] PAPERNOT N, ABADI M, ERLINGSSON L, et al. Semi-supervised knowledge transfer for deep learning from private training data[C/OL]. (2017-03-03)[2020-05-05]. https://arxiv.org/pdf/1610.05755v4. [8] GOODFELLOW I J, POUGET-ABADIE J, MIRZA M, et al. Generative adversarial nets[C]// International Conference on Neural Information Processing Systems. 2014. [9] RADFORD A, METZ L, CHINTALA S. Unsupervised representation learning with deep convolutional generative adversarial networks[J]. Computer Science, 2015. [10] ULLOA A, BASILE A, WEHNER G J, et al. An unsupervised homogenization pipeline for clustering similar patients using electronic health record data [C/OL]. (2018-03-21)[2020-05-05]. https://arxiv.org/pdf/1801.00065. [11] XIE L, LIN K, WANG S, et al. Differentially private generative adversarial network [C/OL]. (2018-02-19)[2020-05-05]. https://arxiv.org/pdf/1802.06739. [12] HITAJ B, ATENIESE G, PEREZ-CRUZ F. Deep models under the GAN: Information leakage from collaborative deep learning[C]// Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. New York: Association for Computing Machinery, 2017: 603-618. [13] ARJOVSKY M, CHINTALA S, BOTTOU L. Wasserstein GAN[C/OL]. (2017-12-06)[2020-05-05]. https://arxiv.org/pdf/1701.07875. [14] LECUN Y, CORTES C, BURGES C J. The MNIST database of handwritten digits[DB/OL].[2020-05-05]. http://yann.lecun.com/exdb/mnist/?o=3510.
() () |