Muhammad-Nouman-Ahmed / PE-Protect-Antivirus-using-Machine-Learning

This Antivirus is design to scan the PE Files (EXEs and DLLs) and show whether the file is malicious or benign. 5 models are used and best one is used automatically for detection.

PE-Protect-Antivirus-using-Machine-Learning

This Antivirus is design to scan the PE Files (EXEs and DLLs) and show whether the file is malicious or benign. 5 models are used and best one is used automatically for detection. The tool is simple and GUI based. Models used are:

• DecisionTree
• RandomForest
• GradientBoosting
• AdaBoost
• GNB

GUI

Model Training Results

Requirement

• See reqirement.txt file

Note

Unzip the file Data.zip to extract the csv.

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Authors

• @Muhammad-Nouman-Ahmed

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License

Released under GPL-3.0 license by @Muhammad-Nouman-Ahmed.