ubriela / geocrowd-priv
A framework for protecting worker location privacy in spatial crowdsourcing
☆14Updated 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☆43Updated 8 years ago
- Location Privacy Protection System Based on K-Anonymous☆24Updated 7 years ago
- Useful tools for differential privacy☆214Updated 2 years ago
- Sample LDP implementation in Python☆122Updated last year
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆73Updated last year
- QGIS differential privacy processing plugin☆22Updated 8 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago
- Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"☆12Updated last year
- Differential private machine learning☆190Updated 3 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆16Updated 4 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
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆161Updated 2 years ago
- Quantifying Differential Privacy under Temporal Correlations☆12Updated last year
- PyTorch implementation of a number of mechanisms in local differential privacy☆15Updated 3 years ago
- Implementation of calibration bounds for differential privacy in the shuffle model☆23Updated 4 years ago
- Location Privacy Meter: A tool to model human mobility and quantify location privacy☆16Updated 3 years ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆23Updated 6 years ago
- ☆18Updated last year
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆10Updated 6 years ago
- Accompanying source code to my Bachelor's thesis at TUHH☆11Updated 6 years ago
- ☆14Updated this week
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆58Updated 3 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆110Updated 4 months ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 5 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆83Updated 5 years ago
- Evaluation code for mobile crowdsourcing privacy (paper: On (The Lack Of) Location Privacy in Crowdsourcing Applications -- USENIX Securi…☆18Updated 4 years ago
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- ☆111Updated 3 years ago