yangcao888 / TPLLinks
Quantifying Differential Privacy under Temporal Correlations
☆12Updated 2 years ago
Alternatives and similar repositories for TPL
Users that are interested in TPL are comparing it to the libraries listed below
Sorting:
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆10Updated 6 years ago
- Useful tools for differential privacy☆217Updated 2 years ago
- Sample LDP implementation in Python☆129Updated 2 years ago
- Repository for collection of research papers on privacy.☆341Updated 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
- Differential private machine learning☆195Updated 3 years ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆24Updated 6 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☆165Updated 2 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆48Updated 6 years ago
- A sybil-resilient distributed learning protocol.☆106Updated last year
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16☆46Updated 8 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 5 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆124Updated 10 months ago
- ☆14Updated 5 months ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"☆13Updated 2 years ago
- Code for the paper "Bayesian Differential Privacy for Machine Learning"☆22Updated 4 years ago
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆48Updated 2 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆88Updated 6 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆49Updated 4 years ago
- personal implementation of secure aggregation protocol☆46Updated last year
- ☆316Updated 2 weeks ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆47Updated last month
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆68Updated 4 years ago
- ☆35Updated 2 years ago
- Implementations of differentially private release mechanisms for graph statistics☆24Updated 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
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 3 years ago