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Awesome-Differential-Privacy-and-Meachine-Learning

Paper notes and code for differentially private machine learning
https://github.com/JeffffffFu/Awesome-Differential-Privacy-and-Meachine-Learning

Last synced: about 23 hours ago
JSON representation

Programming Languages
Python 1
Categories
DP Theory 11 DP and Federated Learning 4 Federated Leaning 4 Application Scenarios 3 DP and Meachine Learning 3 Attack 2
Sub Categories
Privacy Measurement Method 6 Differential Adversary Definition 5 DP auditing 4 Meachine Learning with DP 3 Horizontal-FL with DP 3 Vertical-FL with DP 3 DP and image 1 DP and cytro 1 Text Protection 1
Keywords
federated-learning 3 machine-learning 2 deep-learning 2 personalized-federated-learning 1 non-iid 1 security 1 privacy-preserving-machine-learning 1 edge-computing 1 distributed-computing 1 differential-privacy 1 computer-vision 1 papers 1 knowledge-graph 1 graph-neural-network 1 graph 1 gnn 1