HectorHou / Location-Privacy-ProtectionLinks
Location Privacy Protection System Based on K-Anonymous
☆24Updated 8 years ago
Alternatives and similar repositories for Location-Privacy-Protection
Users that are interested in Location-Privacy-Protection are comparing it to the libraries listed below
Sorting:
- code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16☆46Updated 8 years ago
- Protecting location privacy of workers and requesters in spatial crowdsourcing☆8Updated 6 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago
- A framework for protecting worker location privacy in spatial crowdsourcing☆15Updated 9 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
- ☆17Updated last year
- Location Privacy Preservation of Vehicle Data in Internet of Vehicles☆10Updated 3 years ago
- Evaluation code for mobile crowdsourcing privacy (paper: On (The Lack Of) Location Privacy in Crowdsourcing Applications -- USENIX Securi…☆18Updated 4 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 5 years ago
- Useful tools for differential privacy☆216Updated 2 years ago
- 建立基于差分隐私的贝叶斯网络，使得结构化数据同时兼备隐私性与效用性☆28Updated 4 years ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆24Updated 6 years ago
- Implementation of DataFly for K-anonymity, and implemented Laplace Mechanism and Exponential Mechanism for Differential Privacy☆40Updated 6 years ago
- De-anonymization algorithm of mobility trajectories☆32Updated 7 years ago
- Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"☆13Updated 2 years ago
- 关于2019和2018年的一些东西☆28Updated 5 years ago
- ☆20Updated 2 years ago
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Updated last year
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 years ago
- 联邦学习分布式训练MNist数据集☆59Updated 5 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
- An implementation of Deep Learning with Differential Privacy☆25Updated 2 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆119Updated 8 months ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Updated 4 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆29Updated 3 years ago
- Local Differential Privacy for Federated Learning☆16Updated 2 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Updated 3 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆22Updated 2 months ago
- ☆77Updated last year
- a simulation framework for optimal participants selection of crowdsensing☆11Updated 8 years ago