ubriela / geocrowd-privLinks
A framework for protecting worker location privacy in spatial crowdsourcing
☆15Updated 9 years ago
Alternatives and similar repositories for geocrowd-priv
Users that are interested in geocrowd-priv are comparing it to the libraries listed below
Sorting:
- 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☆46Updated 8 years ago
- Location Privacy Protection System Based on K-Anonymous☆24Updated 8 years ago
- Location Privacy Meter: A tool to model human mobility and quantify location privacy☆16Updated 4 years ago
- QGIS differential privacy processing plugin☆22Updated 9 years ago
- Evaluation code for mobile crowdsourcing privacy (paper: On (The Lack Of) Location Privacy in Crowdsourcing Applications -- USENIX Securi…☆18Updated 4 years ago
- Useful tools for differential privacy☆216Updated 2 years ago
- Differential private machine learning☆193Updated 3 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
- Location Privacy Preservation of Vehicle Data in Internet of Vehicles☆10Updated 3 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 5 years ago
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Updated 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
- Sample LDP implementation in Python☆127Updated last year
- Implementation of calibration bounds for differential privacy in the shuffle model☆22Updated 4 years ago
- ☆17Updated last year
- ☆77Updated last year
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆19Updated 3 years ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆24Updated 6 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Updated 3 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆29Updated 3 years ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆10Updated 6 years ago
- Python module for simulating gossip learning.☆40Updated last year
- An implementation of Deep Learning with Differential Privacy☆25Updated 2 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago
- Applying Laplace and exponential mechanisms to add random noise to data for differential privacy. Plotting MSE vs. epsilon.☆29Updated 4 years ago
- Accompanying source code to my Bachelor's thesis at TUHH☆11Updated 7 years ago
- ☆20Updated last year