wgzhsh's repositories
Awesome-Differential-Privacy
Differential privacy theory and code， differential private machine learning
range-frequency
CNS' 19
autodp
autodp: A flexible and easy-to-use package for differential privacy
Differential-Privacy-Based-Federated-Learning
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
Differential-Privacy-Synthetic-Data-Challenge-assets
This repository contains all public data, python scripts, and documentation relating to NIST Public Safety Communications Research Division's Differential Privacy program including past prize challenges and bechmark problem sets.
Differentially-Private-Deep-Learning
This repo implements several algorithms for learning with differential privacy.
Federated-Learning-with-Local-Differential-Privacy
Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
geopriv4j
Geopriv4j: An Open Source Repository for Practical Location Privacy
GS-WGAN
Official implementation of "GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators" (NeurIPS 2020)
HDPView
Experimental source code of HDPView
loss-landscape
Code for visualizing the loss landscape of neural nets
Machine-Learning-is-ALL-You-Need
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
MPGCN
[ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)
ncsn
Noise Conditional Score Networks (NeurIPS 2019, Oral)
RFAD
Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"
secure-kmean-clustering
Practical Privacy-Preserving K-means Clustering (PETS-2020)
SecureSGD
Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness (IJCAI'19).
sunPytools
Useful tools for differential privacy
TSPNet
TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation
Wavelet-Deep-Neural-Network-for-Stripe-Noise-Removal
A deep learning approach for stripe noise removal
WLASL
WACV 2020 "Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison"