🚨 Python Intrusion Detection System (IDS) – Real-Time ML + Tkinter GUI Project | FuzzuTech
Demo : Click Video 👇👇👇 Features: ✔ SEO keywords included (IDS, ML, Tkinter, Python GUI) ✔ Embedded YouTube Short ✔ Full code snippet (main.py) ✔ Download links (GitHub/GDrive optional) ✔ Call-to-action: Subscribe + Follow socials Code : """ main.py Single-file IDS demo: - Generates synthetic network-like dataset (if missing) - Trains IsolationForest model and saves model_iforest.pkl - Runs a modern-looking Tkinter GUI to simulate live packets, score them with the model and highlight anomalies. Usage: 1) Create and activate a venv (recommended) 2) pip install -r requirements.txt 3) python main.py """ import os import threading import time import random import sys import queue from pathlib import Path import tkinter as tk from tkinter import ttk, messagebox # --- third-party libs --- try: import numpy as np import pandas as pd from sklearn.ensemble import IsolationForest import joblib except Exception as e:...