Privacy-preserving machine learning with multiple data providers

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Deep Learning with Differential Privacy

Martı́n Abadi, Andy Chu, Ian Goodfellow et al. · 2016 · 5.9K citations · Full text

Computing, Computer Science, Data Ethics +14

Random oracles are practical

Mihir Bellare, Phillip Rogaway · 1993 · 4.7K citations · Full text

Computing, Computer Science, Computer Security +16

Tensor Decomposition for Signal Processing and Machine Learning

Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu et al. · IEEE Transactions on Signal Processing · 2017 · 1.6K citations · Full text

Computing, Computer Science, Algorithms +12

Significant Permission Identification for Machine-Learning-Based Android Malware Detection

Jin Li, Lichao Sun, Zhiqiang Li et al. · IEEE Transactions on Industrial Informatics · 2018 · 606 citations

Computing, Computer Science, Cybersecurity +14