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Key-Nets: Optical Transformation Convolutional Networks for Privacy Preserving Vision Sensors

Ward2icu ⭐ 11

Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward

Recursive Gradient Attack on Privacy

Dpsgd Optimizer ⭐ 5

Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enforces privacy by clipping and sanitising the gradients with Gaussian noise during training.

Robust Cnn With Differential Privacy ⭐ 5

Research paper: https://arxiv.org/abs/1802.03471.

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