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This is a model that detects whether a pe file is malicious or not.

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MalDetect-model

This is a model that detects whether a pe file as image is malicious or not.

You can access the dataset used to train the model @: https://www.kaggle.com/datasets/ang3loliveira/malware-analysis-datasets-raw-pe-as-image

Results from last Epoch:

Epoch 8, Loss: 0.0274, Val Acc: 0.9782

          precision    recall  f1-score   support

       0       0.96      1.00      0.98      9860
       1       1.00      0.96      0.98      9891

accuracy                           0.98     19751
macro-avg      0.98      0.98      0.98     19751
weighted-avg   0.98      0.98      0.98     19751

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This is a model that detects whether a pe file is malicious or not.

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