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ResearchFormerly WizWand

BODMAS

Benchmarks

TaskDatasetSOTA resultTrendResults

Malware Detection

BODMAS seen tasks

94.2AUT (B)

16

Binary Classification

BODMAS

99.97Accuracy

13

Malware Detection

BODMAS unseen tasks

95.6AUT (B)

8

Malware Detection

BODMAS 12 months

-35.6Mean ΔG

8

Malware Detection

BODMAS (8 months)

-25.2Mean Delta G

8

Malware Detection

BODMAS (4 months)

-16.8Mean ΔG

8

Malware Detection

BODMAS (1 month)

-12.5Mean Delta G

8

Malware Classification

BODMAS month 11

12.77Mean ΔG

8

Malware Classification

BODMAS month 10

10.45Mean ΔG

8

Malware Classification

BODMAS month 9

21.73Mean ΔG

8

Malware Classification

BODMAS month 7

4.34Mean Delta G

8

Malware Classification

BODMAS month 6

50.06Mean ΔG

8

Malware Classification

BODMAS month 5

-0.05Mean ΔG

8

Malware Classification

BODMAS month 3

-16.77Mean Delta G

8

Malware Classification

BODMAS month 2

6.88Mean Delta G

8

Malware Detection

BODMAS (September 2019 to September 2020)

93.67Accuracy (09/2019)

7

Malware Detection

BODMAS (averaged over all months)

96.4Recall

5

Multiclass Classification

BODMAS

99.4Accuracy

3

Malware Out-of-Distribution Detection

BODMAS (test)

84.7AUC

1