ubriela / geocrowd-priv
A framework for protecting worker location privacy in spatial crowdsourcing
☆15Updated 8 years ago
Alternatives and similar repositories for geocrowd-priv:
Users that are interested in geocrowd-priv are comparing it to the libraries listed below
- Protecting location privacy of workers and requesters in spatial crowdsourcing☆8Updated 6 years ago
- code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16☆45Updated 8 years ago
- Location Privacy Protection System Based on K-Anonymous☆24Updated 8 years ago
- Useful tools for differential privacy☆215Updated 2 years ago
- Location Privacy Meter: A tool to model human mobility and quantify location privacy☆16Updated 3 years ago
- QGIS differential privacy processing plugin☆22Updated 9 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago
- ☆77Updated last year
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 4 years ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆24Updated 6 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆60Updated 3 years ago
- Implementation of calibration bounds for differential privacy in the shuffle model☆23Updated 4 years ago
- Sample LDP implementation in Python☆125Updated last year
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 5 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Updated 3 years ago
- Location Privacy Preservation of Vehicle Data in Internet of Vehicles☆10Updated 2 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- personal implementation of secure aggregation protocol☆43Updated last year
- Code for NIPS'2017 paper☆50Updated 4 years ago
- Compare Randomized Response and Laplace Mechanism☆9Updated 6 years ago
- Differential private machine learning☆191Updated 3 years ago
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆23Updated 2 years ago
- Evaluation code for mobile crowdsourcing privacy (paper: On (The Lack Of) Location Privacy in Crowdsourcing Applications -- USENIX Securi…☆18Updated 4 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆19Updated 3 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆84Updated 5 years ago
- A ledger for private and secure peer to peer machine learning☆108Updated last year
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆74Updated last year
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- A distributed fedrated learning system on the blockchain.☆62Updated 6 years ago
- 本项目实现自《差分隐私下满足一致性的轨迹流量发布方法》,作者蔡剑平☆12Updated 5 years ago