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CyberMachine

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.

Install / Use

/learn @emr4h/CyberMachine

README

<h1 align="left">CyberMachine 🤖</h1> <img width="1026" alt="Ekran Resmi 2022-04-14 18 33 25" src="https://user-images.githubusercontent.com/60710585/163424431-3da87b14-2053-4733-bb85-d1bf62b31690.png"> <!-- ABOUT THE PROJECT --> <h2 align="left">About The Project 📰</h2>

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.

<br> <!-- INSTALL --> <h2 align="left">Installation ⏳</h2>
  • Clone the repo
git clone https://github.com/emr4h/CyberMachine.git
<br> <!-- GETTING STARTED --> <h2 align="left">Getting Started 🕵️‍♂️</h2>
  • Go to the CyberMachine folder:
cd CyberMachine
  • Please upload requirements
pip3 install requirements.txt
<br> <!-- USAGE EXAMPLES --> <h2 align="left">Usage 👨🏻‍💻</h2>
  • Then you can access the help menu with the command below:
python3 cybermachine.py --help
<br>
  • Malware Analysis with ML :
python3 cybermachine.py --exe <file_path> 

https://user-images.githubusercontent.com/60710585/163443140-a43f407c-ade6-48e0-a87f-c431c2c4fb50.mp4

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

https://user-images.githubusercontent.com/60710585/163433972-d560bfff-b8a6-4215-a502-041203244836.mp4

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

https://user-images.githubusercontent.com/60710585/163436436-95537447-eb14-4c8a-8aa1-11e4cc86dc1a.mp4

<br> <!-- Details --> <h2 align="left">Details 👀</h2>

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

<br> * Malware Analysis with Machine Learning
https://github.com/emr4h/Malware-Detection-Using-Machine-Learning
<br> * Spam Analysis with Machine Learning
https://github.com/emr4h/Spam-Email-and-Url-Detection-Using-Machine-Learning 
<br> <!-- Support --> <h2 align="left">Support 🎗</h2>

If you like the project, please give a star ⭐️ and don't forget to buy me a coffee ☕️

<p align="left"><a href="https://www.buymeacoffee.com/emr4h"> <img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" height="50" width="210" alt="emr4h" /></a></p><br> <h3 align="left">Follow me:</h3> <p align="left"> <a href="https://twitter.com/emrahyldrw" target="blank"><img align="center" src="https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/twitter.svg" alt="emrahyldrw" height="30" width="40" /></a> <a href="https://linkedin.com/in/emr4h" target="blank"><img align="center" src="https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/linked-in-alt.svg" alt="emr4h" height="30" width="40" /></a> <a href="https://instagram.com/sapkalihacker" target="blank"><img align="center" src="https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/instagram.svg" alt="sapkalihacker" height="30" width="40" /></a> </p>

Related Skills

View on GitHub
GitHub Stars25
CategoryEducation
Updated12mo ago
Forks6

Languages

Python

Security Score

87/100

Audited on Apr 2, 2025

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