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Malware Classification On Malimg Dataset

评估指标

Accuracy (10-fold)
Macro F1 (10-fold)

评测结果

各个模型在此基准测试上的表现结果

模型名称
Accuracy (10-fold)
Macro F1 (10-fold)
Paper TitleRepository
Gray-scale IMG CNN0.98480.9580Using Convolutional Neural Networks for Classification of Malware represented as Images
GA Designed Deep CNN--Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification-
GRU + SVM--Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification
CNN + SVM--Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification
FFNN + SVM--Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification
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