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Topic: "graph-adversarial-learning"

EdisonLeeeee/Graph-Adversarial-Learning

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

Language: Python - Size: 3.98 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 567 - Forks: 79

verlab/Learning2Dance_CAG_2020

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

Language: Python - Size: 38.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 84 - Forks: 11

LFhase/GIA-HAO

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

Language: Python - Size: 7.81 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 2

EdisonLeeeee/GUARD

[CIKM 2023] GUARD: Graph Universal Adversarial Defense

Language: Python - Size: 7.1 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 2

alexfanjn/GANI

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

Language: Python - Size: 962 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

Related Topics
graph-neural-networks 3 robustness 2 dgl 1 adversarial-defense 1 unnoticeable-perturbations 1 node-injections 1 sound-processing 1 multimodal-learning 1 motion-synthesis 1 motion-animation 1 motion-analysis 1 human-motion-analysis 1 human-motion 1 graph-convolutional-networks 1 gcn 1 computer-vision 1 computer-and-graphics 1 survey 1 semi-supervised-learning 1 resources 1 machine-learning 1 graph-data 1 defense 1 awesome 1 adversarial-attack 1 adversarial-attacks 1