FuzzuTech Projects

━━━━━━━━━━━━━━━━━━━━ ━━━━━━━━━━━━━━━━━━━━ 📖 Introduction In this tutorial, we will build a modern USB Threat Scanner Pro using Python and CustomTkinter. This professional desktop cybersecurity application allows users to select a USB drive or folder, scan files for suspicious extensions and risky file patterns, calculate security risk scores, generate SHA-256 file hashes, detect potential threats, and quarantine detected files through a modern dark-themed security dashboard. This Python cybersecurity project is perfect for learning Python GUI development, file scanning, heuristic threat detection, cybersecurity concepts, file hashing, threading, quarantine systems, and modern desktop application design using CustomTkinter. ━━━━━━━━━━━━━━━━━━━━ ✨ Features ✅ Modern CustomTkinter Security Dashboard ✅ Professional Dark Cybersecurity Theme ✅ Select USB Drive or Folder ✅ Recursive File Security Scanning ✅ Suspicious File Extension Detection ✅ Doubl...

  Demo : Click Video 👇👇👇 🔹 Intro : Want to build your own AI-powered malware scanner? 💻 This Python GUI project uses a machine learning model to classify files based on their hash and size. With a hacker-style dark GUI and real-time detection, this project is perfect for ethical hacking and cybersecurity enthusiasts. 🔹 Features : - 💡 Uses AI (Random Forest) to scan .exe, .pdf, .zip files - ⚙️ Built with Python, customtkinter, and hashlib - 🔐 Classifies files as Safe or Suspicious - 🧠 Smart feature extraction from file size & SHA256 hash - 🌙 Modern dark-mode GUI (desktop style) - 🎯 Ideal for cybersecurity learners & ethical hackers Code : import os import customtkinter as ctk from tkinter import filedialog from sklearn.ensemble import RandomForestClassifier import joblib import hashlib # 1. Create Dummy Model (if not exists) MODEL_PATH = "model/malware_classifier.joblib" def create_dummy_model():     os.makedirs("model", exist_ok=True)    ...