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
  ☆24Updated 6 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 8 months ago
• zealscott / LDPTrace
  Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.
  ☆27Updated last year
• 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
• git-disl / CLDP
  Secure and utility-aware data collection with condensed local differential privacy
  ☆17Updated 5 years ago
• sisaman / LDP-mechanisms
  PyTorch implementation of a number of mechanisms in local differential privacy
  ☆17Updated 3 years ago
• hwangcsiit / Location-Local-Differential-Privacy
  ☆17Updated last year
• Privacy-Graph / PrivGraph
  Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"
  ☆13Updated 2 years ago
• vvv214 / LDP_Protocols
  Sample LDP implementation in Python
  ☆129Updated last year
• yangcao888 / ConTPL
  ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy
  ☆10Updated 6 years ago
• chamikara1986 / LDPFL
  Local Differential Privacy for Federated Learning
  ☆16Updated 2 years ago
• lijucheng809 / PrivBayes
  建立基于差分隐私的贝叶斯网络，使得结构化数据同时兼备隐私性与效用性
  ☆28Updated 4 years ago
• guoJohnny / algorithmic-foundation-of-dp-zh-cn
  The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation
  ☆164Updated 2 years ago
• wangleye / dp-sparse-mcs
  code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16
  ☆46Updated 8 years ago
• sisaman / LPGNN
  Locally Private Graph Neural Networks (ACM CCS 2021)
  ☆47Updated last year
• xujing1994 / bkd_fedgnn
  Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"
  ☆23Updated 2 years ago
• HectorHou / Location-Privacy-Protection
  Location Privacy Protection System Based on K-Anonymous
  ☆24Updated 8 years ago
• forestneo / sunPytools
  Useful tools for differential privacy
  ☆216Updated 2 years ago
• Jun-Zhang-32108 / GFIM_LDP
  GFIM: An novel algorithm of frequent item mining with local differential privacy
  ☆12Updated 5 years ago
• dp-cont / dp-cont
  ☆14Updated 4 months ago
• LDPGraphStatistics / LDPGraphStatistics
  ☆20Updated last year
• BorjaBalle / amplification-by-shuffling
  Implementation of calibration bounds for differential privacy in the shuffle model
  ☆22Updated 4 years ago
• hharcolezi / ldp-protocols-mobility-cdrs
  Implementation of local differential privacy mechanisms in Python language.
  ☆29Updated 2 years ago
• erik-buchholz / SoK-TrajGen
  Artifacts for SoK: Can Trajectory Generation Combine Privacy and Utility?
  ☆11Updated 11 months ago
• Samuel-Maddock / pure-LDP
  Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.
  ☆74Updated last year
• xinleihe / link_stealing_attack
  ☆14Updated 4 years ago
• FatimaErrounda / CollectiveLocalDifferentialPrivacy
  ☆9Updated 5 years ago
• ppmlguy / DP-AGD
  Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget
  ☆49Updated 7 years ago
• yh-yao / FedRule
  Official Code for FedRule: Federated Rule Recommendation System with Graph Neural Networks
  ☆13Updated last year