Deep Learning Model Analysis for Malware Prediction

This project uses the Microsoft Malware Data to predict Malware by comparing various model

The project architecutre is shown below -

The models implemented are -

The results of comparisons are as follows -

Data Source - Kaggle link

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
Literature Review		Literature Review
Report		Report
.gitignore		.gitignore
Adverserial Validation V2.ipynb		Adverserial Validation V2.ipynb
Adverserial Validation.ipynb		Adverserial Validation.ipynb
GPU-LSTM.ipynb		GPU-LSTM.ipynb
NN.ipynb		NN.ipynb
README.md		README.md
Visualisation + Gradient Boosting-Copy1.ipynb		Visualisation + Gradient Boosting-Copy1.ipynb
Visualisation + Gradient Boosting.ipynb		Visualisation + Gradient Boosting.ipynb
bestNet.h5		bestNet.h5

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