wangleye / dp-sparse-mcsLinks
code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16
☆46Updated 8 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:
- Location Privacy Protection System Based on K-Anonymous☆24Updated 8 years ago
- Useful tools for differential privacy☆216Updated 2 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 5 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆24Updated 6 years ago
- Sample LDP implementation in Python☆129Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- Differential private machine learning☆195Updated 3 years ago
- ☆76Updated last year
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆126Updated 11 months ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Updated 4 years ago
- 完全去中心化联邦学习☆29Updated 2 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆68Updated 4 years ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆165Updated 2 years ago
- ☆20Updated last year
- Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).☆25Updated 4 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 3 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆20Updated 3 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Updated 4 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 4 years ago
- Asynchronous Federated Learning☆47Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆305Updated 2 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆88Updated 6 years ago
- A distributed fedrated learning system on the blockchain.☆65Updated 6 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆24Updated 5 months ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆40Updated 2 years ago
- Paper notes and code for differentially private machine learning☆355Updated 9 months ago
- Quantifying Differential Privacy under Temporal Correlations☆12Updated 2 years ago