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Malware Classification On Malimg Dataset

Metrics

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

Results

Performance results of various models on this benchmark

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
0 of 5 row(s) selected.
Malware Classification On Malimg Dataset | SOTA | HyperAI