Malware Classification on Microsoft Malware dataset (test)
99.48AccuracyStatic Disassembly Features
Evaluation results
| Method | Links | |
|---|---|---|
| Static Disassembly FeaturesFeature(s)=All Features, Dimension=1812921 -> 103432021.12 | 99.48 | |
| Static Disassembly FeaturesFeature(s)=Section Size, Section Permission, Content Complexity, Dimension=861 -> 402021.12 | 99.4 | |
| Static Disassembly FeaturesFeature(s)=Section Size, Section Permission, Content Complexity, Import Library, Dimension=1431 -> 3402021.12 | 99.22 | |
| Static Disassembly FeaturesFeature(s)=Opcode 4-gram, Dimension=1408515 -> 50002021.12 | 99.08 | |
| Static Disassembly FeaturesFeature(s)=File Size, API 4-gram, Opcode 4-gram, Dimension=1811490 -> 100032021.12 | 98.99 | |
| Static Disassembly FeaturesFeature(s)=Content Complexity, Dimension=62021.12 | 98.11 | |
| Static Disassembly FeaturesFeature(s)=Section Size, Dimension=846 -> 252021.12 | 97.75 | |
| Static Disassembly FeaturesFeature(s)=Section Permission, Dimension=92021.12 | 97.01 | |
| Static Disassembly FeaturesFeature(s)=Import Library, Dimension=570 -> 3002021.12 | 93.93 | |
| Static Disassembly FeaturesFeature(s)=File Size, Dimension=32021.12 | 93.52 | |
| Static Disassembly FeaturesFeature(s)=API 4-gram, Dimension=402972 -> 50002021.12 | 57.96 |