Alternatives and similar repositories for GNN_backdoor_detection

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

• ventr1c / UGBA
  An official PyTorch implementation of "Unnoticeable Backdoor Attacks on Graph Neural Networks" (WWW 2023)
  ☆58Updated last year
• zhaohan-xi / GraphBackdoor
  ☆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
• zaixizhang / graphbackdoor
  A PyTorch implementation of "Backdoor Attacks to Graph Neural Networks" (SACMAT'21)
  ☆40Updated 3 years ago
• xinleihe / GNNStealing
  ☆32Updated 3 years ago
• MinChen00 / Graph-Unlearning
  Official implementation of "Graph Unlearning" (ACM CCS 2022)
  ☆52Updated 2 years ago
• Zhangzhk0819 / GNN-Embedding-Leaks
  ☆27Updated 2 years ago
• iyempissy / rebMIGraph
  ☆17Updated 3 years ago
• xujing1994 / Explanability_bkd_gnn
  Implementation of paper "Explanability-based backdoor attacks against graph neural networks"
  ☆11Updated 2 years ago
• xinleihe / link_stealing_attack
  ☆14Updated 4 years ago
• sisaman / LPGNN
  Locally Private Graph Neural Networks (ACM CCS 2021)
  ☆47Updated last year
• mtuann / backdoor-ai-resources
  Backdoor Stuff in AI/ ML domain
  ☆27Updated this week
• zzwjames / DPGBA
  An official implementation of "Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective" (KDD 2024)
  ☆12Updated 9 months ago
• usail-hkust / BkdFedGCN
  ☆33Updated last year
• shrebox / Privacy-Attacks-in-Machine-Learning
  Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.
  ☆62Updated 8 months ago
• NDS-VU / awesome-gnn-privacy
  This repository aims to provide links to works about privacy attacks and privacy preservation on graph data with Graph Neural Networks (G…
  ☆23Updated 2 years ago
• sisaman / GAP
  GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
  ☆49Updated last year
• scottshufe / Property-Inference-Attacks-Literature
  ☆11Updated 9 months ago
• liuyugeng / ML-Doctor
  Code for ML Doctor
  ☆91Updated 10 months ago
• Django-Jiang / BadChain
  [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
  ☆37Updated 11 months ago
• MinChen00 / UnlearningLeaks
  Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)
  ☆48Updated 3 years ago
• shenyizg / NewAdversarialAttackPaper
  A list of recent adversarial attack and defense papers (including those on large language models)
  ☆41Updated last week
• KaiyangLi1992 / Privacy-Preserving-Social-Network-Embedding
  Implementation of Adversarial Privacy Graph Embedding in TensorFlow
  ☆20Updated 5 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 3 years ago
• HaFaZhang / A3FL
  ☆26Updated last year
• zhangrui4041 / Instruction_Backdoor_Attack
  ☆24Updated 10 months ago
• zhxchd / Blink_GNN
  Code for CCS '23 paper "Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation"
  ☆14Updated last year
• xtLyu / CerP
  ☆14Updated last year
• alewarne / MachineUnlearning
  Code related to the paper "Machine Unlearning of Features and Labels"
  ☆70Updated last year
• ain-soph / trojanzoo
  TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…
  ☆290Updated 10 months ago