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

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 also invite researchers interested in anomaly detection, graph representation learning, and graph anomaly detection to join this project as contributors and boost further research in this area.

Date Created 2021-11-23 (3 years ago)

Commits 174 (last one 2 years ago)

Stargazers 347 (0 this week)

Watchers 6 (0 this week)

Forks 48

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RepositoryStats indexes 624,936 repositories, of these XiaoxiaoMa-MQ/Awesome-Deep-Graph-Anomaly-Detection is ranked #124,224 (80th percentile) for total stargazers, and #287,978 for total watchers.

XiaoxiaoMa-MQ/Awesome-Deep-Graph-Anomaly-Detection is also tagged with popular topics, for these it's ranked: deep-learning (#2,660/8755), machine-learning (#2,568/8337), security-tools (#438/1121), anomaly-detection (#80/348), data-mining (#96/297)

Other Information

XiaoxiaoMa-MQ/Awesome-Deep-Graph-Anomaly-Detection has 1 open pull request on Github, 19 pull requests have been merged over the lifetime of the repository.

All Topics

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

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109 commits on the default branch (main) since jan '22

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updated: 2025-03-05 @ 12:09am, id: 430929590 / R_kgDOGa92tg