Anomaly Detection in Edge Streams

2 papers with code • 1 benchmarks • 1 datasets

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Greatest papers with code

MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams

bhatiasiddharth/MIDAS 11 Nov 2019

Given a stream of graph edges from a dynamic graph, how can we assign anomaly scores to edges in an online manner, for the purpose of detecting unusual behavior, using constant time and memory?

Anomaly Detection in Edge Streams

SEDANSPOT: Detecting Anomalies in Edge Streams

dhivyaeswaran/sedanspot ICDM 2018

Given a stream of edges from a time-evolving (un)weighted (un)directed graph, we consider the problem of detecting anomalous edges in near real-time using sublinear memory.

Anomaly Detection in Edge Streams