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127

1.3k

bsd-2-clause

16

A Python Library for Graph Outlier Detection (Anomaly Detection)

python pytorch toolkit opensource graphmining deeplearning security-tools fraud-detection machine-learning anomaly-detection outlier-detection graph-neural-networks graph-anomaly-detection

Created 2021-11-18

493 commits to main branch, last one 8 days ago

ADRepository-Anomaly-detection-datasets GuansongPang

56

359

gpl-3.0

7

ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.

dataset anomaly-detection novelty-detection outlier-detection graph-anomaly-detection image-anomaly-detection video-anomaly-detection out-of-distribution-detection time-series-anomaly-detection unsupervised-anomaly-detection semi-supervised-anomaly-detection weakly-supervised-anomaly-detection

Created 2020-10-15

45 commits to main branch, last one about a year ago

Awesome-Deep-Graph-Anomaly-Detection XiaoxiaoMa-MQ

48

320

mit

6

Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We al...

graphs fake-news data-mining graph-mining deep-learning misinformation security-tools fraud-detection rumor-detection machine-learning anomaly-detection malware-detection fake-news-detection graph-mining-systems graph-anomaly-detection anomaly-detection-models anomaly-detection-algorithm

Created 2021-11-23

174 commits to main branch, last one 2 years ago

GCN_AnomalyDetection kaize0409

23

129

unknown

3

Code for Deep Anomaly Detection on Attributed Networks (SDM2019)

tensorflow graph-neural-networks graph-anomaly-detection

Created 2018-09-10

95 commits to master branch, last one 3 years ago

Awesome-Graph-Anomaly-Detection FelixDJC

14

106

unknown

1

A collection of papers for graph anomaly detection, and published algorithms and datasets.

paper data-mining machine-learning anomaly-detection graph-neural-networks graph-anomaly-detection

Created 2022-03-11

72 commits to main branch, last one 9 months ago

GRADATE FelixDJC

4

48

unknown

2

An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted by AAAI 2023.

aaai2023 data-mining deep-learning machine-learning anomaly-detection graph-neural-networks unsupervised-learning graph-anomaly-detection self-supervised-learning graph-contrastive-learning

Created 2022-12-02

9 commits to main branch, last one 10 months ago

ANEMONE TrustAGI-Lab

12

46

mit

1

[CIKM 2021] A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning".

anomaly-detectionn graph-neural-networks graph-anomaly-detection self-supervised-learning anomaly-detection-algorithm

Created 2021-08-19

3 commits to main branch, last one 3 years ago

SL-GAD KimMeen

8

44

mit

3

[TKDE 2021] A PyTorch implementation of "Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection".

anomaly-detection contrastive-learning graph-neural-networks graph-anomaly-detection graph-self-supervised-learning

Created 2021-08-09

4 commits to main branch, last one 2 years ago

Awesome-Deep-Graph-Anomaly-Detection mala-lab

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37

gpl-3.0

0

Official repository for survey paper "Deep Graph Anomaly Detection: A Survey and New Perspectives", including diverse types of resources for graph anomaly detection.

anomaly-detection graph-neural-netowrks deep-anomaly-detection graph-anomaly-detection graph-representation-learning

Created 2023-11-05

69 commits to main branch, last one 6 days ago

TAM-master mala-lab

2

35

unknown

2

Official implementation of NeurIPS'23 paper "Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection"

anomaly-detection one-class-learning graph-neural-networks graph-anomaly-detection

Created 2023-05-25

29 commits to main branch, last one 5 months ago

GAD-NR Graph-COM

2

31

unknown

1

[WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction

pytorch auto-encoder deep-learning anomaly-detection graph-neural-networks unsupervised-learning graph-anomaly-detection

Created 2023-05-03

57 commits to master branch, last one 15 days ago

GGAD mala-lab

1

26

unknown

0

This code is for paper "Generative Semi-supervised Graph Anomaly Detection"

anomaly-detection graph-neural-networks graph-anomaly-detection semi-supervised-learning semi-supervised-anomaly-detection

Created 2024-02-19

29 commits to main branch, last one 17 days ago