spring-epfl / MCSAuditing
Evaluation code for mobile crowdsourcing privacy (paper: On (The Lack Of) Location Privacy in Crowdsourcing Applications -- USENIX Security 2019)
☆18Updated 4 years ago
Alternatives and similar repositories for MCSAuditing
Users that are interested in MCSAuditing 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
- Location Privacy Protection System Based on K-Anonymous☆24Updated 8 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
- Useful tools for differential privacy☆216Updated 2 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Updated 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
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Updated last year
- Utility-aware synthesis of differentially private and attack-resilient location traces☆24Updated 6 years ago
- QGIS differential privacy processing plugin☆22Updated 9 years ago
- De-anonymization algorithm of mobility trajectories☆31Updated 7 years ago
- Sample LDP implementation in Python☆126Updated last year
- ☆17Updated 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
- Accompanying source code to my Bachelor's thesis at TUHH☆11Updated 7 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆68Updated 4 years ago
- Python implementation of differential privacy using Laplace mechanism☆11Updated 2 years ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆46Updated last year
- Applying Laplace and exponential mechanisms to add random noise to data for differential privacy. Plotting MSE vs. epsilon.☆29Updated 4 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆33Updated 4 years ago
- A framework for protecting worker location privacy in spatial crowdsourcing☆15Updated 9 years ago
- GOMA is a two-sided online task assignment problem in Spatial Crowdsourcing.☆18Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 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
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"☆13Updated 2 years ago
- ☆10Updated 3 years ago
- ☆14Updated last year