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graph-adversarial-learning

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Here are 6 public repositories matching this topic...

EdisonLeeeee / Graph-Adversarial-Learning

Star 589

A curated collection of adversarial attack and defense on graph data.

machine-learning awesome resources survey semi-supervised-learning graph-data defense adversarial-attack graph-adversarial-learning
  • Updated Nov 7, 2023
  • Python

verlab / Learning2Dance_CAG_2020

Star 89

PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!

computer-vision sound-processing graph-convolutional-networks gcn multimodal-learning motion-analysis motion-animation motion-synthesis human-motion human-motion-analysis graph-adversarial-learning computer-and-graphics
  • Updated Jan 28, 2024
  • Python

LFhase / GIA-HAO

Star 38

[ICLR 2022] Understanding and Improving Graph Injection Attack by Promoting Unnoticeability

robustness adversarial-attacks graph-neural-networks graph-adversarial-learning
  • Updated Nov 27, 2023
  • Python

alexfanjn / GANI

Star 14

The relevant codes for "GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections".

robustness graph-neural-networks graph-adversarial-learning node-injections unnoticeable-perturbations
  • Updated Mar 21, 2024
  • Python

EdisonLeeeee / GUARD

Star 11

[CIKM 2023] GUARD: Graph Universal Adversarial Defense

graph-neural-networks adversarial-defense dgl graph-adversarial-learning
  • Updated Feb 27, 2024
  • Python

Zihan-Liu-00 / NeurIPS22--GraD

Star 9

PyTorch Implementation for NeurIPS 2022 paper 'Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias'

attacker graph-adversarial-learning
  • Updated Mar 11, 2024
  • Python

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