FatimaErrounda / CollectiveLocalDifferentialPrivacyLinks
☆9Updated 5 years ago
Alternatives and similar repositories for CollectiveLocalDifferentialPrivacy
Users that are interested in CollectiveLocalDifferentialPrivacy are comparing it to the libraries listed below
Sorting:
- Sample LDP implementation in Python☆129Updated last year
- Implementation of calibration bounds for differential privacy in the shuffle model☆22Updated 4 years ago
- Implementation of local differential privacy mechanisms in Python language.☆29Updated 2 years ago
- Useful tools for differential privacy☆216Updated 2 years ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆74Updated last year
- DPSUR☆26Updated 4 months ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆120Updated 8 months ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 3 years ago
- Local Differential Privacy for Federated Learning☆16Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆33Updated 4 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Updated 3 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 5 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 years ago
- ☆17Updated last year
- Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enfo…☆41Updated last year
- An implementation of Deep Learning with Differential Privacy☆25Updated 2 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆22Updated 3 months ago
- Differential private machine learning☆194Updated 3 years ago
- Python implementation of differential privacy using Laplace mechanism☆11Updated 2 years ago
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆48Updated last year
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆46Updated last year
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- Accompanying source code to my Bachelor's thesis at TUHH☆11Updated 7 years ago
- Unified, Simplified, Tight and Fast Privacy Amplification in the Shuffle Model of Differential Privacy☆11Updated 7 months ago
- Differentially Private Federated Learning on Heterogeneous Data☆65Updated 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
- Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness (IJCAI'19).☆13Updated 4 years ago
- Applying Laplace and exponential mechanisms to add random noise to data for differential privacy. Plotting MSE vs. epsilon.☆29Updated 4 years ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆164Updated 2 years ago