| Paper | Code | Accuracy (10-fold) | Macro F1 (10-fold) | Accuracy | Macro F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| Using Convolutional Neural Networks for Classification of Malware represented as Images | ✓ Link | 0.9848 | 0.9580 | Gray-scale IMG CNN | 2018-08-27 | ||
| Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification | 0.985 | 0.9391 | GA Designed Deep CNN | 2022-07-18 | |||
| Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification | ✓ Link | 0.8492 | GRU + SVM | 2017-12-31 | |||
| Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification | ✓ Link | 0.8047 | FFNN + SVM | 2017-12-31 | |||
| Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification | ✓ Link | 0.7723 | CNN + SVM | 2017-12-31 |