DpTrace / PrivTraceLinks
☆21Updated 2 years ago
Alternatives and similar repositories for PrivTrace
Users that are interested in PrivTrace are comparing it to the libraries listed below
Sorting:
- Utility-aware synthesis of differentially private and attack-resilient location traces☆24Updated 6 years ago
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms☆16Updated 10 months ago
- TKDE'23: A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing☆12Updated 2 years ago
- Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.☆27Updated last year
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 5 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
- Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"☆13Updated 2 years ago
- Useful tools for differential privacy☆216Updated 2 years ago
- Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"☆24Updated 2 years ago
- code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16☆46Updated 8 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Updated 3 years ago
- Sample LDP implementation in Python☆129Updated 2 years ago
- Official Code for FedGCN [NeurIPS 2023]☆71Updated 6 months ago
- Local Differential Privacy for Federated Learning☆17Updated 2 years ago
- ☆17Updated last year
- Locally Private Graph Neural Networks (ACM CCS 2021)☆48Updated last month
- ☆11Updated 2 years ago
- ☆20Updated last year
- Official PyTorch implementation of "Cross-Node Federated Graph Neural Network for Spatio-Temporal Modeling".☆69Updated 3 years ago
- ☆19Updated 3 years ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆165Updated 2 years ago
- ☆33Updated last year
- 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
- Implementations of differentially private release mechanisms for graph statistics☆24Updated 3 years ago
- Differential private machine learning☆194Updated 3 years ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆10Updated 6 years ago
- ☆15Updated 2 years ago
- Paper notes and code for differentially private machine learning☆356Updated 8 months ago
- Official Code for FedRule: Federated Rule Recommendation System with Graph Neural Networks☆14Updated last year
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago