Alternatives and similar repositories for Location-Local-Differential-Privacy:

Users that are interested in Location-Local-Differential-Privacy are comparing it to the libraries listed below

• git-disl / CLDP
  Secure and utility-aware data collection with condensed local differential privacy
  ☆16Updated 4 years ago
• chamikara1986 / LDPFL
  Local Differential Privacy for Federated Learning
  ☆16Updated 2 years ago
• NigeloYang / federated_learning_differential_privacy
  A foundational platform that primarily shares federated learning, differential privacy content
  ☆21Updated 2 months ago
• TheWitcher05 / Federated_learning_with_differential_privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆30Updated 3 years ago
• thecml / dpsgd-optimizer
  Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enfo…
  ☆41Updated 9 months ago
• AdamWei-boop / Federated-Learning-with-Local-Differential-Privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆45Updated 2 years ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆108Updated 3 months ago
• abogdanova / FL-MIA
  Federated Learning and Membership Inference Attacks experiments on CIFAR10
  ☆20Updated 4 years ago
• imcjp / DPTrajExperiments
  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
• BorjaBalle / amplification-by-shuffling
  Implementation of calibration bounds for differential privacy in the shuffle model
  ☆23Updated 4 years ago
• JingHongyi / Federated-Learning-Backdoor-Example-with-MNIST-and-CIFAR-10
  This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…
  ☆14Updated 4 years ago
• JeffffffFu / DPSUR
  DPSUR
  ☆22Updated last week
• git-disl / AdaTrace
  Utility-aware synthesis of differentially private and attack-resilient location traces
  ☆23Updated 6 years ago
• maxencenoble / Differential-Privacy-for-Heterogeneous-Federated-Learning
  Differentially Private Federated Learning on Heterogeneous Data
  ☆59Updated 2 years ago
• wangleye / dp-sparse-mcs
  code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16
  ☆43Updated 8 years ago
• JiyaSu / ourFLTrust
  reproduce the FLTrust model based on the paper "FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping"
  ☆28Updated 2 years ago
• lingyunhao / Deep-Learning-with-Differential-Privacy
  An implementation of Deep Learning with Differential Privacy
  ☆24Updated last year
• zaixizhang / FLDetector
  The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…
  ☆74Updated last year
• ErwinSCat / VeriFL
  IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning
  ☆23Updated 2 years ago
• gitgik / differential-privacy-federated-learning
  Curated notebooks on how to train neural networks using differential privacy and federated learning.
  ☆66Updated 4 years ago
• ITSEG-MQ / Chain-PPFL
  Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC
  ☆30Updated 4 years ago
• Antonious-Grigis / Shuffled-Model-of-Differential-Privacy-in-Federated-Learning
  Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.
  ☆17Updated 2 years ago
• Suyi32 / Learning-to-Detect-Malicious-Clients-for-Robust-FL
  ☆18Updated 4 years ago
• vvv214 / LDP_Protocols
  Sample LDP implementation in Python
  ☆120Updated last year
• deabfc / dp-promise
  The code of "dp-promise: Differentially Private Diffusion Probabilistic Models for Image Synthesis"
  ☆12Updated 9 months ago
• Jaskiee / GAN-Attack-against-Federated-Deep-Learning
  The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.
  ☆60Updated last year
• aleph-research / diff-priv-laplace-python
  Python implementation of differential privacy using Laplace mechanism
  ☆10Updated 2 years ago
• ppmlguy / DP-AGD
  Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget
  ☆49Updated 6 years ago
• sisaman / LDP-mechanisms
  PyTorch implementation of a number of mechanisms in local differential privacy
  ☆15Updated 2 years ago