wangleye / dp-sparse-mcsLinks
code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16
☆47Updated 9 years ago
Alternatives and similar repositories for dp-sparse-mcs
Users that are interested in dp-sparse-mcs are comparing it to the libraries listed below
Sorting:
- Useful tools for differential privacy☆219Updated 3 years ago
- Location Privacy Protection System Based on K-Anonymous☆25Updated 8 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 5 years ago
- Sample LDP implementation in Python☆128Updated 2 years ago
- Differential private machine learning☆200Updated 3 years ago
- Implementation of dp-based federated learning framework using PyTorch☆315Updated last month
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆46Updated 3 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 4 years ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆170Updated 3 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆92Updated 6 years ago
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆379Updated 5 months ago
- A distributed fedrated learning system on the blockchain.☆66Updated 7 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 5 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆132Updated last year
- Utility-aware synthesis of differentially private and attack-resilient location traces☆25Updated 7 years ago
- ☆77Updated 2 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- Implement FedAvg algorithm based on Tensorflow☆266Updated 5 years ago
- 完全去中心化联邦学习☆31Updated 2 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆35Updated 5 years ago
- personal implementation of secure aggregation protocol☆45Updated 2 years ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆148Updated 3 years ago
- Quantifying Differential Privacy under Temporal Correlations☆12Updated 2 years ago
- An implementation of Deep Learning with Differential Privacy☆26Updated 2 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆20Updated 4 years ago
- A simulation framework for Federated Learning written in PyTorch☆209Updated 3 years ago
- ☆23Updated 6 years ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆40Updated 3 years ago
- ☆21Updated 2 years ago