ubriela / geocrowd-priv
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☆45Updated 8 years ago
- Useful tools for differential privacy☆216Updated 2 years ago
- Location Privacy Protection System Based on K-Anonymous☆24Updated 8 years ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆74Updated last year
- 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
- Differential private machine learning☆191Updated 3 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago
- Sample LDP implementation in Python☆126Updated last year
- 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
- Implementation of calibration bounds for differential privacy in the shuffle model☆22Updated 4 years ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆163Updated 2 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Updated 3 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
- Implementation of DataFly for K-anonymity, and implemented Laplace Mechanism and Exponential Mechanism for Differential Privacy☆39Updated 6 years ago
- ☆20Updated last year
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- Accompanying source code to my Bachelor's thesis at TUHH☆11Updated 7 years ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆24Updated 6 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- ☆77Updated last year
- A ledger for private and secure peer to peer machine learning☆108Updated last year
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆45Updated last year
- De-anonymization algorithm of mobility trajectories☆31Updated 7 years ago
- 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
- 使用tensorflow2.1实现联合学习推荐模型，并加入差分隐私噪声进行隐私保护。☆54Updated 2 years ago
- Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness (IJCAI'19).☆13Updated 4 years ago