Alternatives and similar repositories for PrivTrace

Users that are interested in PrivTrace are comparing it to the libraries listed below

• git-disl / AdaTrace
  Utility-aware synthesis of differentially private and attack-resilient location traces
  ☆25Updated 7 years ago
• uqwhua / TrjPrivacy
  TKDE'23: A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing
  ☆12Updated 2 years ago
• erik-buchholz / RAoPT
  Reconstruction Attack on Differential Private Trajectory Protection Mechanisms
  ☆16Updated last year
• zealscott / LDPTrace
  Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.
  ☆28Updated 2 years ago
• Privacy-Graph / PrivGraph
  Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"
  ☆16Updated 2 years ago
• guoJohnny / algorithmic-foundation-of-dp-zh-cn
  The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation
  ☆171Updated 3 years ago
• git-disl / CLDP
  Secure and utility-aware data collection with condensed local differential privacy
  ☆17Updated 5 years ago
• forestneo / sunPytools
  Useful tools for differential privacy
  ☆219Updated 3 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 6 years ago
• vvv214 / LDP_Protocols
  Sample LDP implementation in Python
  ☆128Updated 2 years ago
• wangleye / dp-sparse-mcs
  code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16
  ☆47Updated 9 years ago
• JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning
  Paper notes and code for differentially private machine learning
  ☆377Updated 4 months ago
• yh-yao / FedGCN
  Official Code for FedGCN [NeurIPS 2023]
  ☆74Updated last year
• chamikara1986 / LDPFL
  Local Differential Privacy for Federated Learning
  ☆19Updated 3 years ago
• usail-hkust / BkdFedGCN
  ☆33Updated 2 years ago
• sisaman / LDP-mechanisms
  PyTorch implementation of a number of mechanisms in local differential privacy
  ☆17Updated 3 years ago
• Billy1900 / Awesome-Differential-Privacy
  Differential private machine learning
  ☆199Updated 3 years ago
• yh-yao / FedRule
  Official Code for FedRule: Federated Rule Recommendation System with Graph Neural Networks
  ☆13Updated 2 years ago
• mengcz13 / KDD2021_CNFGNN
  Official PyTorch implementation of "Cross-Node Federated Graph Neural Network for Spatio-Temporal Modeling".
  ☆70Updated 4 years ago
• yangcao888 / ConTPL
  ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy
  ☆10Updated 7 years ago
• QiTianyu-0403 / FL_articles
  Federated Learning Paper Reading List
  ☆24Updated 2 years ago
• hharcolezi / ldp-protocols-mobility-cdrs
  Implementation of local differential privacy mechanisms in Python language.
  ☆29Updated 3 years ago
• sisaman / LPGNN
  Locally Private Graph Neural Networks (ACM CCS 2021)
  ☆49Updated 6 months ago
• dawenzi098 / SFL-Structural-Federated-Learning
  IJCAI-Personalized Federated Learning with Graph
  ☆57Updated 2 years ago
• xujing1994 / bkd_fedgnn
  Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"
  ☆23Updated 2 years ago
• tsinghua-fib-lab / PateGail
  ☆17Updated 2 years ago
• caicre / PrivMRF
  An implementation of "Data Synthesis via Differentially Private Markov Random Fields"
  ☆15Updated last year
• LDPGraphStatistics / LDPGraphStatistics
  ☆20Updated last year
• anusii / graph-dp
  Implementations of differentially private release mechanisms for graph statistics
  ☆24Updated 3 years ago
• zkhku / fedsage
  Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)
  ☆83Updated 4 years ago