Research Article
Digital Forensics for Malware Classification: An Approach for Binary Code to Pixel Vector Transition
Table 1
Validation of new algorithms against the Microsoft malware dataset.
| | Method | Epochs | Dataset | Accuracy |
| | Vinayakumar et al. [46] | 100 | Microsoft malware dataset | 91.27 | | Cui et al. [47] | 10 | Microsoft malware dataset | 93.4 | | Luo and Lo [11] | 60 | Microsoft malware dataset | 93.57 | | Singh et al. [48] | | Microsoft malware dataset | 94.24 | | Gilbert [49] | 25 | Microsoft malware dataset | 94.64 | | Aslan et al. [44] | | Microsoft malware dataset | 94.88 | | Proposed method | 100 | Microsoft malware dataset | 99.97 |
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