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.
| Dataset | Feature vectors | Interaction profiling bipartite graph (AUC) (%) | Annotated bipartite graph (AUC) (%) |
| ENTN1 | Process feature | 84.93 | 85.17 | Address feature | 99.97 | 62.01 | Trace feature | 79.61 | 74.37 | Merged feature | 99.97 | 96.31 |
| ENTN2 | Process feature | 96.88 | 79.87 | Address feature | 95.86 | 68.84 | Trace feature | 75.29 | 54.69 | Merged feature | 95.34 | 83.55 |
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