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13 search results found

Graph Fraud Detection Papers ⭐ 1,148

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

Dgfraud ⭐ 432

A Deep Graph-based Toolbox for Fraud Detection

Awesome Deep Graph Anomaly Detection ⭐ 215

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.

Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)

An Unsupervised Graph-based Toolbox for Fraud Detection

Anograph ⭐ 68

Sketch-Based Anomaly Detection in Streaming Graphs

Topological Anomaly Detection ⭐ 59

Topological Anomaly Detection (TAD) per Gartley and Basener 2009

Spartan2 ⭐ 50

A collection of data mining algorithms on big graphs and time series

Python implementation of MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams

Loudml Grafana App ⭐ 23

Visualization panel and datasource for Grafana to connect with Loud ML AI solution for ICT and IoT automation

Sbustreamspot Core ⭐ 22

Core streaming heterogeneous graph clustering and anomaly detection code (KDD 2016)

A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。

Otinanai ⭐ 13

Graph tool for sysadmins, with anomaly detection and redis backend.

Autoaudit ⭐ 9

Code for paper "AutoAudit: Mining Accounting and Time-Evolving Graphs" (Big Data 2020)

Graph_anomaly_detect ⭐ 9

Anomaly detection in time evolving graphs using the NetSimile algorithm

Ganomaly Tf ⭐ 7

TensorFlow implementation of GANomaly (with MNIST dataset)

Midaswrapper ⭐ 6

R wrapper around C++ implementation of MIDAS (Microcluster-Based Detector of Anomalies in Edge Streams)

Eaglemine ⭐ 6

Beyond outliers and on to micro-clusters: Vision-guided Anomaly Detection

Anomaly Detection ⭐ 5

Anomaly detection in time-series networks. Spatio-temporal Anomaly Detection

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