Malware Detection 벤치마크
Malware Detection on Android Malware Dataset
Accuracy
- 2015-08-10 — Deep WL kernel: Accuracy 98.16
- 2017-07-17 — Graph2Vec: Accuracy 99.03
| Rank | Model | Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | Graph2Vec | 99.03 | graph2vec: Learning Distributed Representations of Graphs | benedekrozemberczki/karateclub · benedekrozemberczki/graph2vec · MLDroid/graph2vec_tf · +3 | 2017 |
| 2 | Deep WL kernel | 98.16 | Deep Graph Kernels | 2015 | |
| 3 | node2vec | 81.25 | node2vec: Scalable Feature Learning for Networks | dmlc/dgl · shenweichen/GraphEmbedding · aditya-grover/node2vec · +17 | 2016 |
| 4 | sub2vec | 76.83 | Distributed Representation of Subgraphs | 2017 |