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Detects cyber threats to the end user with machine learning. This tool can do malware analysis of given exe file, spam analysis of given url and mail.

License: MIT License

Python 100.00%
cyber-security cybersecurity machine-learning malware-analysis malware-detection spam-classification spam-detection cybermachine

cybermachine's Introduction

CyberMachine ๐Ÿค–

Ekran Resmi 2022-04-14 18 33 25

About The Project ๐Ÿ“ฐ

Detects cyber threats to the end user with machine learning. This tool can do malware analysis of given exe file, spam analysis of given url and mail.


Installation โณ

  • Clone the repo
git clone https://github.com/emr4h/CyberMachine.git

Getting Started ๐Ÿ•ต๏ธโ€โ™‚๏ธ

  • Go to the CyberMachine folder:
cd CyberMachine
  • Please upload requirements
pip3 install requirements.txt

Usage ๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป

  • Then you can access the help menu with the command below:
python3 cybermachine.py --help

  • Malware Analysis with ML :
python3 cybermachine.py --exe <file_path> 
malwareML.mp4

  • Mail Analysis with ML :
python3 cybermachine.py --mail <"message"> 
mailML.mp4

  • Url Analysis with ML :
python3 cybermachine.py --url <"link"> 
urlML.mp4

Details ๐Ÿ‘€

If you are curious about the machine learning applications, success rates and analysis approaches used in the project, you can review my repositories below.


* Malware Analysis with Machine Learning
https://github.com/emr4h/Malware-Detection-Using-Machine-Learning

* Spam Analysis with Machine Learning
https://github.com/emr4h/Spam-Email-and-Url-Detection-Using-Machine-Learning 

Support ๐ŸŽ—

If you like the project, please give a star โญ๏ธ and don't forget to buy me a coffee โ˜•๏ธ

emr4h


Follow me:

emrahyldrw emr4h sapkalihacker

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