Research Article

Flow Graph Anomaly Detection Based on Unsupervised Learning

Table 1

The notations/symbols.

Notations/symbolsMeaning

The time span of the data to be trained
The graph of the formalized transformation of interactive information within a certain time range
The graph flow in the continuous time
The number of nodes
Edge
Weight value of the given edge
Adjacency matrix
Real number set
The number of nodes
Return-para
Outgoing-para
The number of dimension
The positive sample
The negative sample