maihuuphuc111/malware-detection-web repository overview

⁠Malware Detection Web Application

This repository contains the web server environment for an AI-driven malware detection system. The application utilizes machine learning models to analyze Multi-Channel PE Images, providing a robust defense mechanism and evaluation against advanced evasion techniques like packing and padding.

⁠🚀 Features

• Web Interface: User-friendly web server for uploading and analyzing suspicious files.
• AI-Powered Analysis: Leverages machine learning models trained on Multi-Channel PE Images.
• Robustness Evaluation: Specifically designed to evaluate and detect malware even under obfuscation techniques (Packing/Padding).

⁠🛠️ Built With

• Security & Malware Analysis
• Machine Learning & AI
• Web Server Architecture

⁠📦 How to run

To pull and run this image, use the following commands:

docker pull maihuuphuc111/malware-detection-web:latest
docker run -d -p 8080:5001 maihuuphuc111/malware-detection-web:latest

Note: You can replace 8080 with any available port on your host machine. Once running, access the application at http://localhost:8080⁠.