A curated collection of three cybersecurity learning roadmaps covering web penetration testing, ethical hacking, and foundational security skills. Each roadmap breaks learning into clear stages, tools, labs, and resources, helping beginners progress step-by-step from basics to hands-on offensive security practice.

WiFi Dictionary Attack is a compact, Python-based Wi‑Fi security testing script. It scans nearby networks, targets a specified SSID, loads a password wordlist from passwords.txt, attempts WPA/WPA2 connections using pywifi, and reports successes or failures. For authorized, educational security audits only.

Ransomware-Analyzer is an advanced Python tool designed to simulate ransomware behavior in a **safe and controlled environment**. It provides cybersecurity professionals, researchers, and learners with a hands-on platform to study, analyze, and test ransomware mechanics .

A Python desktop application for AES-256-GCM image encryption and decryption, built with CustomTkinter. Features PBKDF2-HMAC-SHA256 key derivation, sidebar navigation, password strength indicator, and a modular core/gui architecture.

A Python GUI tool for image steganography that encrypts messages using Fernet and embeds them into PNG images via LSB techniques. Built as an educational project to explore password-based key derivation, symmetric encryption, and practical data hiding with a Tkinter interface.

A Python GUI-based audio steganography tool that encrypts messages using Fernet and embeds them into 16-bit WAV files via LSB techniques. Built with Tkinter as a learning-focused project to explore cryptography, password-based key derivation, and practical audio data hiding through a graphical interface.

Python-based CustomTkinter GUI toolkit for learning classical cryptography. Implements Caesar, Playfair, Rail Fence, and Row-Column ciphers with brute-force attack modules. Educational, modular, and fully offline.

A unified Python desktop application for file encryption and image/audio steganography, built with CustomTkinter. StegaVault-GUI combines password-based encryption, LSB steganography, and a modular architecture to provide an end-user friendly interface for learning and experimenting with practical cryptography and data hiding techniques.

A Python command-line image steganography tool that encrypts messages with Fernet and hides them inside PNG images using LSB techniques. Built as a CLI-focused learning project for experimenting with password-based key derivation, encryption, and practical data hiding via terminal automation.

A Python command-line audio steganography tool that encrypts messages using Fernet and embeds them into 16-bit WAV files via LSB techniques. Built as a CLI-focused learning project to experiment with password-based key derivation, cryptography, and practical audio data hiding for automation and security research.

A unified Python command-line toolkit for file encryption and image/audio steganography. StegaVault-CLI provides modular, password-based encryption and LSB steganography workflows designed for terminal users, scripting, and hands-on experimentation with practical cryptography and data hiding techniques.

Lightweight Python web scanner with BFS crawling, form analysis, multi-threaded requests, and automated tests for XSS, SQLi, and missing security headers