erik-buchholz / RAoPT
Reconstruction Attack on Differential Private Trajectory Protection Mechanisms
☆15Updated 4 months ago
Alternatives and similar repositories for RAoPT:
Users that are interested in RAoPT are comparing it to the libraries listed below
- ☆18Updated 2 years ago
- Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.☆24Updated last year
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆70Updated 5 months ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆23Updated 6 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆23Updated 3 years ago
- ☆14Updated last year
- Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"☆21Updated 4 years ago
- De-anonymization algorithm of mobility trajectories☆31Updated 6 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆16Updated 4 years ago
- code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16☆43Updated 8 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- ☆11Updated 2 years ago
- ☆17Updated 9 months ago
- Official PyTorch implementation of "Cross-Node Federated Graph Neural Network for Spatio-Temporal Modeling".☆66Updated 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
- Relevant research papers focusing on human mobility modeling and next place prediction☆28Updated 5 years ago
- ☆22Updated 3 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆41Updated 2 years ago
- ☆10Updated last year
- trajectory mining tool function implement by python☆18Updated 4 years ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆10Updated 6 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆55Updated 2 years ago
- Useful tools for differential privacy☆214Updated 2 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆41Updated last year
- Location Privacy Protection System Based on K-Anonymous☆24Updated 7 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆34Updated 2 months ago
- ☆10Updated 3 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆15Updated 3 years ago
- ☆15Updated last year