Research Article

MD-MinerP: Interaction Profiling Bipartite Graph Mining for Malware-Control Domain Detection

Table 3

Comparison of AUC values generated by annotated bipartite graph and interaction profiling bipartite graph in classification evaluation.

DatasetFeature vectorsInteraction profiling bipartite graph (AUC) (%)Annotated bipartite graph (AUC) (%)

ENTN1Process feature84.9385.17
Address feature99.9762.01
Trace feature79.6174.37
Merged feature99.9796.31

ENTN2Process feature96.8879.87
Address feature95.8668.84
Trace feature75.2954.69
Merged feature95.3483.55