Malware Similarity Search on EMBERSim (Benign)
99.6Mean APtag ranking algorithm
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| tag ranking algorithmScenario=Counterfactual Analysis, Relevance Criterion=EM, Top-K=1, Co-occurrence Threshold=0.92023.10 | 99.6 | — | 0.066 | 100 | 100 | 100 | 100 | |
| tag ranking algorithmScenario=Counterfactual Analysis, Relevance Criterion=IoU, Top-K=1, Co-occurrence Threshold=0.92023.10 | 99.6 | — | 0.066 | 100 | 100 | 100 | 100 | |
| tag ranking algorithmScenario=Counterfactual Analysis, Relevance Criterion=NES, Top-K=1, Co-occurrence Threshold=0.92023.10 | 99.6 | — | 0.066 | 100 | 100 | 100 | 100 | |
| tag ranking algorithmScenario=Unsupervised Labelling, Relevance Criterion=EM, Top-K=1, Co-occurrence Threshold=0.92023.10 | 98.6 | — | 0.12 | 0 | 100 | 100 | 100 | |
| tag ranking algorithmScenario=Unsupervised Labelling, Relevance Criterion=IoU, Top-K=1, Co-occurrence Threshold=0.92023.10 | 98.6 | — | 0.12 | 0 | 100 | 100 | 100 | |
| tag ranking algorithmScenario=Unsupervised Labelling, Relevance Criterion=NES, Top-K=1, Co-occurrence Threshold=0.92023.10 | 98.6 | — | 0.12 | 0 | 100 | 100 | 100 | |
| tag ranking algorithmScenario=Unsupervised Labelling, Relevance Criterion=EM, Top-K=10, Co-occurrence Threshold=0.92023.10 | 97.5 | — | 0.097 | 50 | 90 | 100 | 100 | |
| tag ranking algorithmScenario=Unsupervised Labelling, Relevance Criterion=IoU, Top-K=10, Co-occurrence Threshold=0.92023.10 | 97.5 | — | 0.097 | 50 | 90 | 100 | 100 | |
| tag ranking algorithmScenario=Unsupervised Labelling, Relevance Criterion=NES, Top-K=10, Co-occurrence Threshold=0.92023.10 | 97.5 | — | 0.097 | 50 | 90 | 100 | 100 | |
| tag ranking algorithmScenario=Counterfactual Analysis, Relevance Criterion=EM, Top-K=10, Co-occurrence Threshold=0.92023.10 | 96.7 | — | 0.116 | 30 | 90 | 100 | 100 | |
| tag ranking algorithmScenario=Counterfactual Analysis, Relevance Criterion=IoU, Top-K=10, Co-occurrence Threshold=0.92023.10 | 96.7 | — | 0.115 | 30 | 90 | 100 | 100 | |
| tag ranking algorithmScenario=Counterfactual Analysis, Relevance Criterion=NES, Top-K=10, Co-occurrence Threshold=0.92023.10 | 96.7 | — | 0.115 | 30 | 90 | 100 | 100 | |
| tag ranking algorithmScenario=Unsupervised Labelling, Relevance Criterion=EM, Top-K=100, Co-occurrence Threshold=0.92023.10 | 95.1 | — | 0.124 | 34 | 85 | 100 | 100 | |
| tag ranking algorithmScenario=Unsupervised Labelling, Relevance Criterion=IoU, Top-K=100, Co-occurrence Threshold=0.92023.10 | 95.1 | — | 0.124 | 34 | 85 | 100 | 100 | |
| tag ranking algorithmScenario=Unsupervised Labelling, Relevance Criterion=NES, Top-K=100, Co-occurrence Threshold=0.92023.10 | 95.1 | — | 0.124 | 34 | 85 | 100 | 100 | |
| tag ranking algorithmScenario=Counterfactual Analysis, Relevance Criterion=EM, Top-K=100, Co-occurrence Threshold=0.92023.10 | 93.3 | — | 0.152 | 20 | 78 | 100 | 100 | |
| tag ranking algorithmScenario=Counterfactual Analysis, Relevance Criterion=IoU, Top-K=100, Co-occurrence Threshold=0.92023.10 | 93.3 | — | 0.152 | 20 | 78 | 100 | 100 | |
| tag ranking algorithmScenario=Counterfactual Analysis, Relevance Criterion=NES, Top-K=100, Co-occurrence Threshold=0.92023.10 | 93.3 | — | 0.152 | 20 | 78 | 100 | 100 | |
| leaf similarityTop-K=1, Evaluation Protocol=Unsupervised Labelling2023.10 | — | 98.6 | — | — | — | — | — | |
| leaf similarityTop-K=10, Evaluation Protocol=Unsupervised Labelling2023.10 | — | 98.5 | — | — | — | — | — | |
| leaf similarityTop-K=50, Evaluation Protocol=Unsupervised Labelling2023.10 | — | 97.3 | — | — | — | — | — | |
| leaf similarityTop-K=100, Evaluation Protocol=Unsupervised Labelling2023.10 | — | 96.6 | — | — | — | — | — | |
| leaf similarityTop-K=1, Evaluation Protocol=Counterfactual Analysis2023.10 | — | 99.6 | — | — | — | — | — | |
| leaf similarityTop-K=10, Evaluation Protocol=Counterfactual Analysis2023.10 | — | 98.5 | — | — | — | — | — | |
| leaf similarityTop-K=50, Evaluation Protocol=Counterfactual Analysis2023.10 | — | 96.7 | — | — | — | — | — | |
| leaf similarityTop-K=100, Evaluation Protocol=Counterfactual Analysis2023.10 | — | 95.7 | — | — | — | — | — |