spring-epfl / MCSAuditingLinks
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:
- The source code of the paper "Compressed Federated Learning Based on Adaptive Local Differential Privacy".☆10Updated last year
- ☆16Updated last year
- code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16☆46Updated 8 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Updated 2 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆33Updated 4 years ago
- GOMA is a two-sided online task assignment problem in Spatial Crowdsourcing.☆19Updated 2 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆37Updated 5 years ago
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Updated 2 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago
- Profit Allocation for Federated Learning☆23Updated 5 years ago
- Location Privacy Protection System Based on K-Anonymous☆24Updated 8 years ago
- ☆11Updated 3 years ago
- Federated learning is a distributed learning method that trains a deep network on user devices without collecting data from central serve…☆14Updated 5 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆46Updated 2 years ago
- Useful tools for differential privacy☆218Updated 3 years ago
- Supporting code for https://arxiv.org/abs/2010.00753.☆20Updated 3 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 5 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆32Updated 2 years ago
- Federated Learning with Differential Privacy and Homomorphic Encryption.☆37Updated 4 years ago
- ☆24Updated last year
- Apprentices in Federated Learning from ECNU <3☆24Updated 3 years ago
- ☆11Updated 9 months ago
- This repo implements FedU, a multitask learning framework for federated learning☆28Updated 4 months ago
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆94Updated 3 years ago
- Learning rate adaptation for differentially private stochastic gradient descent☆17Updated 4 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- Asynchronous Federated Learning☆20Updated 3 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆12Updated 3 years ago
- tf implementation of federated learning☆42Updated 6 years ago