Gray-scale IMG CNN

Reported on 6 benchmarks across 1 task

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Miscellaneous6 results

Malware ClassificationonMalimg Dataset
Accuracy (10-fold)
0.9848
Malware ClassificationonMalimg Dataset
Macro F1 (10-fold)
0.958
Malware ClassificationonMicrosoft Malware Classification Challenge
Accuracy (10-fold)
0.975
best: 9641 (MalConv)
Malware ClassificationonMicrosoft Malware Classification Challenge
Accuracy (5-fold)
0.973
best: 98.94 (TPOT Classifier)
Malware ClassificationonMicrosoft Malware Classification Challenge
LogLoss
0.184483
best: 0.0244 (Opcode-based Shallow CNN)
Malware ClassificationonMicrosoft Malware Classification Challenge
Macro F1 (10-fold)
0.94
best: 0.9951 (HYDRA)