Alternatives and similar repositories for MIA-GNN

Users that are interested in MIA-GNN are comparing it to the libraries listed below

• zhaohan-xi / GraphBackdoor
  ☆58Updated 3 years ago
• Zhangzhk0819 / GNN-Embedding-Leaks
  ☆29Updated 2 years ago
• xinleihe / GNNStealing
  ☆32Updated 3 years ago
• ventr1c / UGBA
  An official PyTorch implementation of "Unnoticeable Backdoor Attacks on Graph Neural Networks" (WWW 2023)
  ☆61Updated 2 years ago
• MinChen00 / Graph-Unlearning
  Official implementation of "Graph Unlearning" (ACM CCS 2022)
  ☆53Updated 4 months ago
• scottshufe / Property-Inference-Attacks-Literature
  ☆12Updated last year
• sisaman / LPGNN
  Locally Private Graph Neural Networks (ACM CCS 2021)
  ☆49Updated 5 months ago
• alewarne / MachineUnlearning
  Code related to the paper "Machine Unlearning of Features and Labels"
  ☆72Updated last year
• MinChen00 / UnlearningLeaks
  Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)
  ☆50Updated 3 years ago
• inspire-group / MIAdefenseSELENA
  [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture
  ☆17Updated 3 years ago
• xujing1994 / bkd_fedgnn
  Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"
  ☆24Updated 2 years ago
• zaixizhang / graphbackdoor
  A PyTorch implementation of "Backdoor Attacks to Graph Neural Networks" (SACMAT'21)
  ☆44Updated 4 years ago
• liuyugeng / ML-Doctor
  Code for ML Doctor
  ☆91Updated last year
• iyempissy / rebMIGraph
  ☆16Updated 4 years ago
• xinleihe / link_stealing_attack
  ☆14Updated 4 years ago
• usail-hkust / BkdFedGCN
  ☆33Updated 2 years ago
• hyhmia / BlindMI
  ☆22Updated 3 years ago
• sisaman / GAP
  GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
  ☆49Updated 2 years ago
• AI-secure / LinkTeller
  [IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, …
  ☆23Updated 4 years ago
• jinyuan-jia / MemGuard
  ☆46Updated 6 years ago
• xinjianluo / featureinference-vfl
  ☆25Updated 4 years ago
• AhmedSalem2 / Updates-Leak
  The code for our Updates-Leak paper
  ☆17Updated 5 years ago
• yangzhangalmo / easy-bib
  This is a python script to generate nice bibtex file for latex.
  ☆17Updated 5 years ago
• cchoquette / membership-inference
  Code for the paper: Label-Only Membership Inference Attacks
  ☆66Updated 4 years ago
• minxingzhang / MIARS
  Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)
  ☆19Updated last year
• yxoh / prompt_leak_usenix2024
  ☆13Updated last year
• ksreenivasan / OOD_Federated_Learning
  ☆70Updated 3 years ago
• anusii / graph-dp
  Implementations of differentially private release mechanisms for graph statistics
  ☆24Updated 3 years ago
• shrebox / Privacy-Attacks-in-Machine-Learning
  Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.
  ☆67Updated last year
• XinyiYS / Gradient-Driven-Rewards-to-Guarantee-Fairness-in-Collaborative-Machine-Learning
  Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…
  ☆24Updated last year